{
    "schema_version": "2026-06-17.agent-index.v1",
    "generated_at": "2026-10-03T17:33:31+00:00",
    "generated_by": "Crisps_Surface_Agent_Index_Service",
    "purpose": "Compiled Product Truth search index for fast natural-language Ask API candidate retrieval.",
    "source_of_truth": [
        "woocommerce_public_catalog",
        "catalogue_enrichment_product_meta",
        "image_binding_service",
        "citation_binding_service",
        "related_entities",
        "buy_routes"
    ],
    "agent_guidance": {
        "ask_endpoint": "https://crisps.biz/wp-json/crisps/v1/ask",
        "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth",
        "feedback_endpoint": "https://crisps.biz/wp-json/crisps/v1/machine-feedback",
        "use_for": "Fast public read-only crisp discovery, advice candidate retrieval, comparison grounding and Product Truth payload bundling.",
        "human_purchase_boundary": "Checkout URLs require explicit human purchase intent."
    },
    "product_count": 310,
    "products": [
        {
            "product_id": "1073500",
            "name": "McCoy's Cheddar and Onion Crisps, 6 x 25g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000237130032",
            "sku": "CRISP-5000237130032",
            "slug": "mccoys-cheddar-and-onion-crisps-6-x-25g",
            "short_description": "Six 25g bags of McCoy's Cheddar and Onion, thick ridge cut crisps in lunchbox portions, 150g in all. The label gives 132 kcal and 0.24g of salt for each bag.The seasoning uses dried onion, yeast extract, whey, whole milk and dried cheese, with rubbed parsley and onion extract, on potatoes cooked in sunflower oil. The pack says the crisps are suitable for vegetarians; milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073500",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
                "weight_g": 25,
                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Cheddar and Onion Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073501",
                "attachment_id": 1073501,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38428,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073501",
                    "attachment_id": 1073501,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073501",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073500",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073500",
                    "product_name": "McCoy's Cheddar and Onion Crisps, 6 x 25g",
                    "gtin": "5000237130032",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/",
                    "sub_type": "Cheese and onion, Crinkle and ridge cut, Crisps, Multipacks, Potato crisps",
                    "variant_or_style": "mccoys-cheddar-and-onion-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073500",
                "product_json_route": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-cheddar-and-onion-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073500",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-6-x-25g-5000237130032-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073501",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073500&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073500",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s cheddar and onion crisps 6 x 25g mccoy s 5000237130032 crisp 5000237130032 default blend default cheese and onion crinkle and ridge cut crisps multipacks potato crisps 1073500 mccoy s cheddar and onion crisps 6 x 25g 5000237130032 mccoy s https crisps biz product mccoys cheddar and onion crisps 6 x 25g cheese and onion crinkle and ridge cut crisps multipacks potato crisps mccoys cheddar and onion crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys cheese and onion crisps crinkle cut crisps crisps crisp multipacks potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "51f811f145adf5bb6fc19fb52121082f2c528edb92db439550598f16d9618ae0"
            }
        },
        {
            "product_id": "1073502",
            "name": "Doritos Tangy Cheese Tortilla Chips, 180g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328028651",
            "sku": "CRISP-5000328028651",
            "slug": "doritos-tangy-cheese-tortilla-chips-180g",
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            "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/",
            "product_json_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073502",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8888888888888888,
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                "comparison_price_gbp": 1.8888888888888888,
                "comparison_unit": "100g",
                "pack_label": "180g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.8888888888888888,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-180g/",
            "buy_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-180g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-180g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-180g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-180g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Tangy Cheese Tortilla Chips, 180g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073503",
                "attachment_id": 1073503,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38496,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073503",
                    "attachment_id": 1073503,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-180g-5000328028651-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073503",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073502",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
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                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5000328028651",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/",
                    "sub_type": "Cheesy, Crisps, Sharing bags, Tortilla chips",
                    "variant_or_style": "doritos-tangy-cheese-tortilla-chips-180g",
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                    "country_of_origin": "blend",
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                    "body": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
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                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073502",
                "product_json_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-180g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-180g/",
                "citation_anchor": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-180g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073502",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "contains_nuts",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
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                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/walkers-prawn-cocktail-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-prawn-cocktail-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-prawn-cocktail-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-prawn-cocktail-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Prawn Cocktail Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073509",
                "attachment_id": 1073509,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43633,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073509",
                    "attachment_id": 1073509,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-45g-5000328035093-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073509",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073508",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "occasion_pairings",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
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                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                "schema_version": "search-facets-2026-06-17",
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                    ],
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                    "linked_wiki_topic_count": 0,
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                }
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                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-14-x-25g-5000328081748-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073511",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-14-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073510",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073510",
                    "product_name": "Walkers Cheese and Onion Crisps, 14 x 25g",
                    "gtin": "5000328081748",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-14-x-25g/",
                    "sub_type": "Big multipacks, Cheese and onion, Crisps, Potato crisps",
                    "variant_or_style": "walkers-cheese-and-onion-crisps-14-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.4",
                    "price_per_100g_gbp": "17.6",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "cheese-and-onion-crisps",
                        "crisps",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-14-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073510",
                "product_json_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-14-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-14-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-14-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-14-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-14-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073510",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-14-x-25g-5000328081748-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073511",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073510&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073510",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers cheese and onion crisps 14 x 25g walkers 5000328081748 crisp 5000328081748 default blend default big multipacks cheese and onion crisps potato crisps 1073510 walkers cheese and onion crisps 14 x 25g 5000328081748 walkers https crisps biz product walkers cheese and onion crisps 14 x 25g big multipacks cheese and onion crisps potato crisps walkers cheese and onion crisps 14 x 25g no blend 25 4 4 17 6 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks cheese and onion crisps crisps potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "76f6894da31122986a484096817b45970df9c2e6456281eeb8697742d3c87d2c"
            }
        },
        {
            "product_id": "1073516",
            "name": "Seabrook Crinkle Cut Prawn Cocktail Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Prawn cocktail and seafood"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                }
            ],
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            "sku": "CRISP-5016451062158",
            "slug": "seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g",
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            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073516",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Prawn Cocktail Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073517",
                "attachment_id": 1073517,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29355,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
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                    "attachment_id": 1073517,
                    "source": {
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                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073517",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
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                "product_kind": "catalogue_item"
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                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
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                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
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                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
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                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
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                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
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                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
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                        "allowed_surfaces": [
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                            "products-json",
                            "ai",
                            "recommendation"
                        ],
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                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
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                        "maps_live_strings": [
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                            "absolute global delivery reach claims"
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                        "allowed_surfaces": [
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                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
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                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    {
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                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
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                ],
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                    },
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                            "note": null,
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                ],
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                "linked_wiki_topics": [],
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "intensity",
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                    "body",
                    "sweetness",
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                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
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                    "contains_gluten"
                ],
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                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Multipacks, Potato crisps, Prawn cocktail and seafood",
                    "variant_or_style": "seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "prawn-cocktail-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073516",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073516",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-prawn-cocktail-crisps-6-x-25g-5016451062158-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073517",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073516&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073516",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut prawn cocktail crisps 6 x 25g seabrook 5016451062158 crisp 5016451062158 default blend default crinkle and ridge cut crisps multipacks potato crisps prawn cocktail and seafood 1073516 seabrook crinkle cut prawn cocktail crisps 6 x 25g 5016451062158 seabrook https crisps biz product seabrook crinkle cut prawn cocktail crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps prawn cocktail and seafood seabrook crinkle cut prawn cocktail crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crinkle cut crisps crisps crisp multipacks potato crisps prawn cocktail crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7ba613d6038a4ced8e916d02904f4e0e745824229129321cddb550d6d0114243"
            }
        },
        {
            "product_id": "1073518",
            "name": "Kettle Mature Cheddar and Red Onion Potato Chips, 130g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Hand cooked crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "sku": "CRISP-5017764004736",
            "slug": "kettle-mature-cheddar-and-red-onion-potato-chips-130g",
            "short_description": "A 130g sharing bag of Kettle Mature Cheddar and Red Onion, hand cooked potato chips with a sharp, savoury cheese and onion seasoning. The label suggests five servings and gives 494 kcal per 100g.The seasoning uses dried mature Cheddar and Cheddar, buttermilk, onion and red onion, yeast extract and parsley. Milk is in the seasoning; the pack says the chips are suitable for vegetarians, carries a gluten free claim and says the chips are hand cooked in Norfolk.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "product_json_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073518",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.769230769230769,
                "weight_g": 130,
                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.769230769230769,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "buy_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Mature Cheddar and Red Onion Potato Chips, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073519",
                "attachment_id": 1073519,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40502,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073519",
                    "attachment_id": 1073519,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073519",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073518",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073518",
                    "product_name": "Kettle Mature Cheddar and Red Onion Potato Chips, 130g",
                    "gtin": "5017764004736",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
                    "sub_type": "Cheese and onion, Crisps, Hand cooked crisps, Sharing bags",
                    "variant_or_style": "kettle-mature-cheddar-and-red-onion-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.7692307692308",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "hand-cooked-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073518",
                "product_json_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073518",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-potato-chips-130g-5017764004736-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073519",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073518&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073518",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle mature cheddar and red onion potato chips 130g kettle 5017764004736 crisp 5017764004736 default blend default cheese and onion crisps hand cooked crisps sharing bags 1073518 kettle mature cheddar and red onion potato chips 130g 5017764004736 kettle https crisps biz product kettle mature cheddar and red onion potato chips 130g cheese and onion crisps hand cooked crisps sharing bags kettle mature cheddar and red onion potato chips 130g no blend 130 3 6 2 7692307692308 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle cheese and onion crisps crisps hand cooked crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "782cbe26719896130519385984042513fc4d2c2825cdacc4e4f3fa0565d80bdf"
            }
        },
        {
            "product_id": "1073520",
            "name": "Kettle Honey Dijon Mustard Potato Chips, 130g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Hot and spicy",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5017764004880",
            "sku": "CRISP-5017764004880",
            "slug": "kettle-honey-dijon-mustard-potato-chips-130g",
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            "canonical_product_url": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/",
            "product_json_route": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073520",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.769230769230769,
                "weight_g": 130,
                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.769230769230769,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-honey-dijon-mustard-potato-chips-130g/",
            "buy_url": "https://crisps.biz/buy/kettle-honey-dijon-mustard-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-honey-dijon-mustard-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-honey-dijon-mustard-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-honey-dijon-mustard-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Honey Dijon Mustard Potato Chips, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073521",
                "attachment_id": 1073521,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41455,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073521",
                    "attachment_id": 1073521,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073521",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073520",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073520",
                    "product_name": "Kettle Honey Dijon Mustard Potato Chips, 130g",
                    "gtin": "5017764004880",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/",
                    "sub_type": "Crisps, Hand cooked crisps, Hot and spicy, Sharing bags",
                    "variant_or_style": "kettle-honey-dijon-mustard-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.7692307692308",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "honey",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "spicy-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "honey"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073520",
                "product_json_route": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-honey-dijon-mustard-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-honey-dijon-mustard-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-honey-dijon-mustard-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073520",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-honey-dijon-mustard-potato-chips-130g-5017764004880-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073521",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073520&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073520",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle honey dijon mustard potato chips 130g kettle 5017764004880 crisp 5017764004880 default blend honey crisps hand cooked crisps hot and spicy sharing bags 1073520 kettle honey dijon mustard potato chips 130g 5017764004880 kettle https crisps biz product kettle honey dijon mustard potato chips 130g crisps hand cooked crisps hot and spicy sharing bags kettle honey dijon mustard potato chips 130g no blend 130 3 6 2 7692307692308 mid honey yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps spicy crisps sharing bags honey mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "de49b0495c96ce2ec9b6bdda4536865fe3e16d7a11dcdd81bed9309a3fba3856"
            }
        },
        {
            "product_id": "1073522",
            "name": "Pringles Texas BBQ Sauce Crisps, 165g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Stacked crisps",
                "Sweet and savoury",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5053990161966",
            "sku": "CRISP-5053990161966",
            "slug": "pringles-texas-bbq-sauce-crisps-165g",
            "short_description": "A 165g tube of Pringles Texas BBQ Sauce, stackable saddle shaped crisps with a sweet, smoky, tangy barbecue seasoning. The label gives 156 kcal and 0.36g of salt for a 30g serving.The oil blend includes palm oil, and saturated fat is high on the front of pack scale at 6.3g per 100g. Wheat is in the dough and milk in the seasoning; the pack says the crisps are suitable for vegetarians.Allergens. Contains cereals containing gluten and milk; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-texas-bbq-sauce-crisps-165g/",
            "product_json_route": "https://crisps.biz/product/pringles-texas-bbq-sauce-crisps-165g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-texas-bbq-sauce-crisps-165g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073522",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.0606060606060606,
                "weight_g": 165,
                "comparison_price_gbp": 2.0606060606060606,
                "comparison_unit": "100g",
                "pack_label": "165g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.0606060606060606,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-texas-bbq-sauce-crisps-165g/",
            "buy_url": "https://crisps.biz/buy/pringles-texas-bbq-sauce-crisps-165g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-texas-bbq-sauce-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-texas-bbq-sauce-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-texas-bbq-sauce-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Texas BBQ Sauce Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073523",
                "attachment_id": 1073523,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29345,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073523",
                    "attachment_id": 1073523,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-texas-bbq-sauce-crisps-165g-5053990161966-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073523",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-texas-bbq-sauce-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073522",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
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                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
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                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
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                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
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                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "country_of_origin": "blend",
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                    "packaging_type": "",
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                    "rainforest_alliance": "",
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                    "occasion_pairings": "",
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                    "contains_nuts": "",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
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                    "astringency": "missing_pending_catalogue_csv",
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                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
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                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
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                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "stacked-crisps",
                        "sweet-and-savoury-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_markdown_route": "https://crisps.biz/product/pringles-texas-bbq-sauce-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-texas-bbq-sauce-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-texas-bbq-sauce-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-texas-bbq-sauce-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073522",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073522&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073522",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles texas bbq sauce crisps 165g pringles 5053990161966 crisp 5053990161966 default blend default crisps stacked crisps sweet and savoury tubes and caddies 1073522 pringles texas bbq sauce crisps 165g 5053990161966 pringles https crisps biz product pringles texas bbq sauce crisps 165g crisps stacked crisps sweet and savoury tubes and caddies pringles texas bbq sauce crisps 165g no blend 165 3 4 2 0606060606061 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps stacked crisps sweet and savoury crisps tubes and caddies default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3b47aa59cd4f9dfee3f42dfc4cd68af994bc95ac333401e7b8eabbe6dc8f6d39"
            }
        },
        {
            "product_id": "1073527",
            "name": "Nairn's Gluten Free Mini Cheese Bakes, 45g",
            "brand": "Nairn's",
            "brand_entities": [
                {
                    "term_id": 2137,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "0612322001704",
            "sku": "CRISP-0612322001704",
            "slug": "nairns-gluten-free-mini-cheese-bakes-45g-2",
            "short_description": "A 45g bag of Nairn's Gluten Free Mini Cheese Bakes: small round crackers baked from gluten free wholegrain oats (41%) with 15% cheese, rice flour, maize flour and sustainable palm fruit oil. The label gives 209 kcal and 0.93g of salt for the bag.The pack says gluten free, carries the Crossed Grain symbol and says the bakes are certified by Coeliac UK, suitable for coeliacs and vegetarians, baked not fried.Oats and milk are highlighted in the ingredients; the listing carries no may contain advice, so read the pack.Allergens. Contains cereals containing gluten and milk. The published listing for this pack does not carry its may contain advice, so read the pack before serving anyone with an allergy. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "product_json_route": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/.json",
            "product_markdown_route": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073527",
            "price": "1.80",
            "price_gbp": 1.8,
            "regular_price_gbp": 2.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4,
                "weight_g": 45,
                "comparison_price_gbp": 4,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 1.8
            },
            "price_per_100g_gbp": 4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "buy_url": "https://crisps.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "human_purchase_url": "https://crisps.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "buy_card_route": "https://crisps.biz/buy-card/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "buy_card_url": "https://crisps.biz/buy-card/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Gluten Free Mini Cheese Bakes, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073528",
                "attachment_id": 1073528,
                "relative_upload_path": "2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 54628,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073528",
                    "attachment_id": 1073528,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073528",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2137,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073527",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Nairn's Gluten Free Mini Cheese Bakes, 45g",
                    "gtin": "0612322001704",
                    "brand": "Nairn's",
                    "product_url": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/",
                    "sub_type": "Cheesy, Crisps, Savoury baked snacks, Single bags",
                    "variant_or_style": "nairns-gluten-free-mini-cheese-bakes-45g-2",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "1.8",
                    "price_per_100g_gbp": "4",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nairn's",
                    "brand_slugs": [
                        "nairns"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "savoury-baked-snacks",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073527",
                "product_json_route": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/.json",
                "product_markdown_route": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/.md",
                "checkout_url": "https://crisps.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g-2/",
                "buy_card_route": "https://crisps.biz/buy-card/nairns-gluten-free-mini-cheese-bakes-45g-2/",
                "citation_anchor": "https://crisps.biz/product/nairns-gluten-free-mini-cheese-bakes-45g-2/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073527",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nairns-gluten-free-mini-cheese-bakes-45g-0612322001704-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073528",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073527&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073527",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "vegan",
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                    "sweetness",
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                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "canonical_url": "https://crisps.biz/brand/jacobs/"
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            ],
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                },
                {
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                },
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                },
                {
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                    "taxonomy": "product_cat",
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            ],
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            "product_json_route": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/.md",
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                "yield_source": null,
                "price_gbp": 3.4
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-twiglets-snacks-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-twiglets-snacks-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-twiglets-snacks-150g-5000137002965-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Twiglets Snacks, 150g, front of pack, available at crisps.biz",
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                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-snacks-150g-5000137002965-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-twiglets-snacks-150g-5000137002965-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 60363,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073530",
                    "attachment_id": 1073530,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-snacks-150g-5000137002965-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-snacks-150g-5000137002965-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073530",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073529",
                "same_brand_products": [
                    {
                        "product_id": "1074149",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000396056099",
                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073553",
                        "name": "Jacob's Twiglets Original Baked Snacks, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168039268",
                        "sku": "CRISP-5000168039268",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073555",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168040424",
                        "sku": "CRISP-5000168040424",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073532",
                        "name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000137016955",
                        "sku": "CRISP-5000137016955",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073529",
                    "product_name": "Jacob's Twiglets Snacks, 150g",
                    "gtin": "5000137002965",
                    "brand": "Jacob's",
                    "product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                    "sub_type": "Crisps, Savoury baked snacks, Sharing bags, Tangy and umami",
                    "variant_or_style": "jacobs-twiglets-snacks-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.2666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crisps",
                        "savoury-baked-snacks",
                        "sharing-bags",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073529",
                "product_json_route": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-twiglets-snacks-150g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073529",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-twiglets-snacks-150g-5000137002965-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073530",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073529&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073529",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s twiglets snacks 150g jacob s 5000137002965 crisp 5000137002965 default blend default crisps savoury baked snacks sharing bags tangy and umami 1073529 jacob s twiglets snacks 150g 5000137002965 jacob s https crisps biz product jacobs twiglets snacks 150g crisps savoury baked snacks sharing bags tangy and umami jacobs twiglets snacks 150g no blend 150 3 4 2 2666666666667 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crisps savoury baked snacks sharing bags umami crisps default mid 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e996eeac00c35879918e91e0430f179c34f4d36e2396a1b937d6cbc769504f24"
            }
        },
        {
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            "brand_entities": [
                {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crisps",
                "Savoury baked snacks",
                "Stacked crisps",
                "Tangy and umami",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
            "product_json_route": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/.md",
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            "regular_price_gbp": 4.25,
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 1.7,
                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
            "buy_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-twiglets-mini-snack-sticks-200g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-twiglets-mini-snack-sticks-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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            "image": {
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-twiglets-mini-snack-sticks-200g-5000137016955-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-twiglets-mini-snack-sticks-200g-5000137016955-front-of-pack.jpg.json",
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                "filename": "www-crisps-biz-jacobs-twiglets-mini-snack-sticks-200g-5000137016955-front-of-pack-600x600.avif",
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                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 48986,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-mini-snack-sticks-200g-5000137016955-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073533",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
            "attributes": {
                "ingredient_family": "default",
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                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073532",
                "same_brand_products": [
                    {
                        "product_id": "1074149",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000396056099",
                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073553",
                        "name": "Jacob's Twiglets Original Baked Snacks, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168039268",
                        "sku": "CRISP-5000168039268",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
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                        "gtin": "5000168040424",
                        "sku": "CRISP-5000168040424",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073529",
                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000137002965",
                        "sku": "CRISP-5000137002965",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "gtin": "8426944001071",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                    "gtin": "5000137016955",
                    "brand": "Jacob's",
                    "product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                    "sub_type": "Crisps, Savoury baked snacks, Stacked crisps, Tangy and umami, Tubes and caddies",
                    "variant_or_style": "jacobs-twiglets-mini-snack-sticks-200g",
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                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "1.7",
                    "price_tier": "mid",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crisps",
                        "savoury-baked-snacks",
                        "stacked-crisps",
                        "umami-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073532",
                "product_json_route": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-twiglets-mini-snack-sticks-200g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073532",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-twiglets-mini-snack-sticks-200g-5000137016955-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073533",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073532&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073532",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s twiglets mini snack sticks 200g jacob s 5000137016955 crisp 5000137016955 default blend default crisps savoury baked snacks stacked crisps tangy and umami tubes and caddies 1073532 jacob s twiglets mini snack sticks 200g 5000137016955 jacob s https crisps biz product jacobs twiglets mini snack sticks 200g crisps savoury baked snacks stacked crisps tangy and umami tubes and caddies jacobs twiglets mini snack sticks 200g no blend 200 3 4 1 7 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crisps savoury baked snacks stacked crisps umami crisps tubes and caddies default mid 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "2ac2d3e8acecc5bcb51663144aeffe7474cdb15bd161ea0c78012d9070d736b8"
            }
        },
        {
            "product_id": "1073534",
            "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Savoury baked snacks"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                }
            ],
            "gtin": "5000168012575",
            "sku": "CRISP-5000168012575",
            "slug": "mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g",
            "short_description": "A six bag multipack of Mini Cheddars Cheeselets Intensely Cheesy, 24.5g each: thin, square baked crackers made from wheat flour, palm and sunflower oils and dried potato, with 3% dried cheese and a cheese flavouring. The pack says baked with real cheese. The label gives 124 kcal and 0.5g of salt for each bag.Wheat and milk are in the recipe. The listing carries no allergy advice and no diet statements, so read the pack.Salt, fat and saturates are all red on the front of pack scale, per 100g.Allergens. Contains cereals containing gluten and milk. The published listing for this pack does not carry its may contain advice, so read the pack before serving anyone with an allergy. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "product_json_route": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073534",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 11.428571428571429,
                "weight_g": 24.5,
                "comparison_price_gbp": 11.428571428571429,
                "comparison_unit": "100g",
                "pack_label": "24.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 11.428571428571429,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "buy_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "human_purchase_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073535",
                "attachment_id": 1073535,
                "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43336,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073535",
                    "attachment_id": 1073535,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073535",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073534",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073545",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035079",
                        "sku": "CRISP-5000168035079",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
                        "sku": "CRISP-5000168035291",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035345",
                        "sku": "CRISP-5000168035345",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
                        "name": "Jacob's Mini Cheddars Original Snacks, 45g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168031064",
                        "sku": "CRISP-5000168031064",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073542",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035031",
                        "sku": "CRISP-5000168035031",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073536",
                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012650",
                        "sku": "CRISP-5000168012650",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168014258",
                        "sku": "CRISP-5000168014258",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073534",
                    "product_name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
                    "gtin": "5000168012575",
                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Savoury baked snacks",
                    "variant_or_style": "mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "11.428571428571",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073534",
                "product_json_route": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/.md",
                "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                "citation_anchor": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073534",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g-5000168012575-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073535",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073534&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073534",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mini cheddars cheeselets intensely cheesy snacks 6 x 24 5g mini cheddars 5000168012575 crisp 5000168012575 default blend default cheesy crisps multipacks savoury baked snacks 1073534 mini cheddars cheeselets intensely cheesy snacks 6 x 24 5g 5000168012575 mini cheddars https crisps biz product mini cheddars cheeselets intensely cheesy snacks 6 x 24 5g cheesy crisps multipacks savoury baked snacks mini cheddars cheeselets intensely cheesy snacks 6 x 24 5g no blend 24 5 2 8 11 428571428571 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mini cheddars mini cheddars cheesy crisps crisps crisp multipacks savoury baked snacks default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f25d8e2f031d54eff604aa85a9df52fd65cce5100cace045a4fad881804c1d55"
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        },
        {
            "product_id": "1073536",
            "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Multipacks",
                "Savoury baked snacks"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "product_json_route": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073536",
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            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
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                "serving_unit": null,
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                "comparison_price_gbp": 11.428571428571429,
                "comparison_unit": "100g",
                "pack_label": "24.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 11.428571428571429,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "buy_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "human_purchase_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073537",
                "attachment_id": 1073537,
                "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43392,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073537",
                    "attachment_id": 1073537,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073537",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073536",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
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                        "currency": "GBP",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035345",
                        "sku": "CRISP-5000168035345",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
                        "name": "Jacob's Mini Cheddars Original Snacks, 45g",
                        "brand": "Mini Cheddars",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073542",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
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                            "note": null,
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                        }
                    },
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
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                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
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                        }
                    },
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
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                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
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                    "country_of_origin": "blend",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "11.428571428571",
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
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                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073536",
                "product_json_route": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/.md",
                "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                "citation_anchor": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073536",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g-5000168012650-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073537",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073536&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073536",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "17989b14f898d7fe04a5cddcd3a2ca7ff7818b83e09a923799a4fa29133023a1"
            }
        },
        {
            "product_id": "1073538",
            "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
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                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "product_json_route": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073538",
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            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
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            "unit_pricing": {
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                "comparison_price_gbp": 1.8666666666666667,
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                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "buy_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "human_purchase_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073539",
                "attachment_id": 1073539,
                "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42441,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073539",
                    "attachment_id": 1073539,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073539",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073538",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
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                        "sku": "CRISP-5000168035079",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
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                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
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                        "sku": "CRISP-5000168035345",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
                        "name": "Jacob's Mini Cheddars Original Snacks, 45g",
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                            "rating_scale": "0-5",
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                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
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                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
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                            "note": null,
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
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                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mini-cheddars-cheeselets-intensely-cheesy-snacks-150g-5000168014258-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073539",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073538&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073538",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mini cheddars cheeselets intensely cheesy snacks 150g mini cheddars 5000168014258 crisp 5000168014258 default blend default cheesy crisps savoury baked snacks sharing bags 1073538 mini cheddars cheeselets intensely cheesy snacks 150g 5000168014258 mini cheddars https crisps biz product mini cheddars cheeselets intensely cheesy snacks 150g cheesy crisps savoury baked snacks sharing bags mini cheddars cheeselets intensely cheesy snacks 150g no blend 150 2 8 1 8666666666667 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mini cheddars mini cheddars cheesy crisps crisps savoury baked snacks sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "03c43528d33b3d6cf52e624ec7aae9aa40a107da4a68c399302eeb9bb7f15a92"
            }
        },
        {
            "product_id": "1073540",
            "name": "Jacob's Mini Cheddars Original Snacks, 45g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000168031064",
            "sku": "CRISP-5000168031064",
            "slug": "jacobs-mini-cheddars-original-snacks-45g",
            "short_description": "A 45g grab bag of Jacob's Mini Cheddars Original: small, round cheese snack biscuits baked with real cheese, never fried. The label splits the bag into two 22.5g servings of 115 kcal, 230 kcal for the whole bag.Wheat, barley and milk are on the list. The listing says there are no artificial colours or flavours. Once the bag is open, the listing advises keeping the rest in an airtight container.Allergens. Contains cereals containing gluten and milk; may contain eggs and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/",
            "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073540",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
            "buy_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-snacks-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-snacks-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mini Cheddars Original Snacks, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073541",
                "attachment_id": 1073541,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36636,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073541",
                    "attachment_id": 1073541,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-45g-5000168031064-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073541",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073540",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073545",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035079",
                        "sku": "CRISP-5000168035079",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
                        "sku": "CRISP-5000168035291",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035345",
                        "sku": "CRISP-5000168035345",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
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                        "sku": "CRISP-5000168035031",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012575",
                        "sku": "CRISP-5000168012575",
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                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
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                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
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                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "rating_scale": "0-5",
                            "note": null,
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                        }
                    },
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                            "note": null,
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                    },
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "discrepancy_flag": "needs_csv_completion",
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                    "priority": "normal",
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                    "product_name": "derived_runtime",
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                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                },
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                },
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                    "occasion_tags": [],
                    "food_pairings": [],
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                    ],
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                },
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                    "linked_wiki_topic_count": 0,
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                    "same_category_count": 8
                }
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                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073540",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073540",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
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                    "contains_nuts",
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                ],
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s mini cheddars original snacks 45g mini cheddars 5000168031064 crisp 5000168031064 default blend default cheesy crisps savoury baked snacks single bags 1073540 jacob s mini cheddars original snacks 45g 5000168031064 mini cheddars https crisps biz product jacobs mini cheddars original snacks 45g cheesy crisps savoury baked snacks single bags jacobs mini cheddars original snacks 45g no blend 45 2 4 4444444444444 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mini cheddars mini cheddars cheesy crisps crisps savoury baked snacks single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8f94de9bcd48ae0c9f7a9bf6a4aec45898cb9aa567b1da7cf9448443a0c4c0af"
            }
        },
        {
            "product_id": "1073542",
            "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Savoury baked snacks"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                }
            ],
            "gtin": "5000168035031",
            "sku": "CRISP-5000168035031",
            "slug": "jacobs-mini-cheddars-original-baked-snacks-6-x-23g",
            "short_description": "A multipack of six 23g bags of Jacob's Mini Cheddars Original, 138g in all: small, round cheese snack biscuits baked with real cheese, never fried. The pack gives 117 kcal and 0.5g of salt for each bag, and counts each bag as one serving.Wheat, barley and milk are on the list. The listing says there are no artificial colours or flavours, and the oil palm products are certified to come from RSPO segregated sources.Allergens. Contains cereals containing gluten and milk; may contain eggs and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073542",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.173913043478262,
                "weight_g": 23,
                "comparison_price_gbp": 12.173913043478262,
                "comparison_unit": "100g",
                "pack_label": "23g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 12.173913043478262,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "buy_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073543",
                "attachment_id": 1073543,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31724,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073543",
                    "attachment_id": 1073543,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073543",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073542",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073545",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035079",
                        "sku": "CRISP-5000168035079",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
                        "sku": "CRISP-5000168035291",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035345",
                        "sku": "CRISP-5000168035345",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
                        "name": "Jacob's Mini Cheddars Original Snacks, 45g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168031064",
                        "sku": "CRISP-5000168031064",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073534",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012575",
                        "sku": "CRISP-5000168012575",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073536",
                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012650",
                        "sku": "CRISP-5000168012650",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168014258",
                        "sku": "CRISP-5000168014258",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073542",
                    "product_name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                    "gtin": "5000168035031",
                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Savoury baked snacks",
                    "variant_or_style": "jacobs-mini-cheddars-original-baked-snacks-6-x-23g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "23",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "12.173913043478",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073542",
                "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073542",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-6-x-23g-5000168035031-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073543",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073542&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073542",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s mini cheddars original baked snacks 6 x 23g mini cheddars 5000168035031 crisp 5000168035031 default blend default cheesy crisps multipacks savoury baked snacks 1073542 jacob s mini cheddars original baked snacks 6 x 23g 5000168035031 mini cheddars https crisps biz product jacobs mini cheddars original baked snacks 6 x 23g cheesy crisps multipacks savoury baked snacks jacobs mini cheddars original baked snacks 6 x 23g no blend 23 2 8 12 173913043478 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mini cheddars mini cheddars cheesy crisps crisps crisp multipacks savoury baked snacks default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0e33b5e983cb30290a54d197f4f3fdef2cf750580d77e02894dd85d00c064681"
            }
        },
        {
            "product_id": "1073545",
            "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Cheesy",
                "Crisps",
                "Savoury baked snacks"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
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                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073545",
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            "regular_price_gbp": 6,
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                "version": 1,
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                "comparison_price_gbp": 20.869565217391305,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.8
            },
            "price_per_100g_gbp": 20.869565217391305,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "buy_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073546",
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                "filename": "www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
                "width": 600,
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                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34645,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073546",
                    "attachment_id": 1073546,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073546",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.organic.sustainability": {
                        "claim_type": "sustainability",
                        "risk_level": "medium",
                        "evidence_strength": "brand_or_certification_provenance",
                        "allowed_wording": [
                            "Organic, ethical or sustainability statements must be tied to brand/certification evidence or phrased as positioning."
                        ],
                        "disallowed_wording": [
                            "proven healthier",
                            "zero impact",
                            "fully sustainable"
                        ],
                        "maps_live_strings": [
                            "compostable",
                            "plastic-free",
                            "plastic free",
                            "B Corp",
                            "Rainforest Alliance",
                            "FSC",
                            "Fairtrade"
                        ],
                        "governance_note": "Certification and packaging claims require brand/certification provenance and should avoid absolute disposal guarantees.",
                        "allowed_surfaces": [
                            "brand",
                            "wiki",
                            "product"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.organic.sustainability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073545",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
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                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
                        "sku": "CRISP-5000168035291",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
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                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073542",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
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                        "sku": "CRISP-5000168035031",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073534",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012575",
                        "sku": "CRISP-5000168012575",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073536",
                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012650",
                        "sku": "CRISP-5000168012650",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168014258",
                        "sku": "CRISP-5000168014258",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073545",
                    "product_name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
                    "gtin": "5000168035079",
                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                    "sub_type": "Big multipacks, Cheesy, Crisps, Savoury baked snacks",
                    "variant_or_style": "jacobs-mini-cheddars-original-baked-snacks-12-x-23g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "23",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.8",
                    "price_per_100g_gbp": "20.869565217391",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "cheesy-crisps",
                        "crisps",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073545",
                "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073545",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-baked-snacks-12-x-23g-5000168035079-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073546",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073545&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073545",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s mini cheddars original baked snacks 12 x 23g mini cheddars 5000168035079 crisp 5000168035079 default blend default big multipacks cheesy crisps savoury baked snacks 1073545 jacob s mini cheddars original baked snacks 12 x 23g 5000168035079 mini cheddars https crisps biz product jacobs mini cheddars original baked snacks 12 x 23g big multipacks cheesy crisps savoury baked snacks jacobs mini cheddars original baked snacks 12 x 23g no blend 23 4 8 20 869565217391 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mini cheddars mini cheddars big multipacks cheesy crisps crisps savoury baked snacks default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "59755529f7a746db0a860ca449f35d73ae5bf51f4dfbfd469686d5ecf62677bb"
            }
        },
        {
            "product_id": "1073547",
            "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Cheesy",
                "Crisps",
                "Savoury baked snacks"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                }
            ],
            "gtin": "5000168035291",
            "sku": "CRISP-5000168035291",
            "slug": "jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g",
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            "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/.md",
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                "yield_source": null,
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            "price_per_100g_gbp": 20.869565217391305,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
            "buy_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g-5000168035291-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g-5000168035291-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g-5000168035291-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g-5000168035291-front-of-pack.jpg.json",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37660,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073548",
                    "attachment_id": 1073548,
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g-5000168035291-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073548",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073547",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
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                        "gtin": "5000168035079",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
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                        "price": "2.80",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073534",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
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                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
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                        "gtin": "5000168012650",
                        "sku": "CRISP-5000168012650",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168014258",
                        "sku": "CRISP-5000168014258",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    }
                ],
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                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                    "gtin": "5000168035291",
                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                    "sub_type": "Big multipacks, Cheesy, Crisps, Savoury baked snacks",
                    "variant_or_style": "jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g",
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                    "country_of_origin": "blend",
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                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
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                    "focus_friendly": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
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                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "cheesy-crisps",
                        "crisps",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073547",
                "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073547",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073547",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
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                    "organic",
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
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            "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/.md",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
            "buy_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073551",
                "attachment_id": 1073551,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38579,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073551",
                    "attachment_id": 1073551,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073551",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073550",
                "same_brand_products": [
                    {
                        "product_id": "1073558",
                        "name": "Jacob's Mini Cheddars Original Snacks, 260g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168180045",
                        "sku": "CRISP-5000168180045",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073545",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035079",
                        "sku": "CRISP-5000168035079",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
                        "sku": "CRISP-5000168035291",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
                        "name": "Jacob's Mini Cheddars Original Snacks, 45g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168031064",
                        "sku": "CRISP-5000168031064",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073542",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035031",
                        "sku": "CRISP-5000168035031",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073534",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012575",
                        "sku": "CRISP-5000168012575",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073536",
                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012650",
                        "sku": "CRISP-5000168012650",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168014258",
                        "sku": "CRISP-5000168014258",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                    "gtin": "5000168035345",
                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Savoury baked snacks",
                    "variant_or_style": "jacobs-mini-cheddars-red-leicester-snacks-6-x-23g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "23",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "12.173913043478",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
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                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073550",
                "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073550",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-red-leicester-snacks-6-x-23g-5000168035345-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073551",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073550&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073550",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "mouthfeel",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
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            "product_json_route": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/.md",
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                "price_source": "woocommerce_current_price",
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            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-twiglets-original-baked-snacks-6-x-23g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-twiglets-original-baked-snacks-6-x-23g/",
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                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-original-baked-snacks-6-x-23g-5000168039268-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-twiglets-original-baked-snacks-6-x-23g-5000168039268-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 76027,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073554",
                    "attachment_id": 1073554,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-original-baked-snacks-6-x-23g-5000168039268-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-twiglets-original-baked-snacks-6-x-23g-5000168039268-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073554",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073553",
                "same_brand_products": [
                    {
                        "product_id": "1074149",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000396056099",
                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073555",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168040424",
                        "sku": "CRISP-5000168040424",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073532",
                        "name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000137016955",
                        "sku": "CRISP-5000137016955",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073529",
                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000137002965",
                        "sku": "CRISP-5000137002965",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
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                            "note": null,
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                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073556",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073555",
                "same_brand_products": [
                    {
                        "product_id": "1074149",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000396056099",
                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073553",
                        "name": "Jacob's Twiglets Original Baked Snacks, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168039268",
                        "sku": "CRISP-5000168039268",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073532",
                        "name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000137016955",
                        "sku": "CRISP-5000137016955",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073529",
                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000137002965",
                        "sku": "CRISP-5000137002965",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073555",
                    "product_name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
                    "gtin": "5000168040424",
                    "brand": "Jacob's",
                    "product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                    "sub_type": "Cheese and onion, Crisps, Multipacks, Savoury baked snacks",
                    "variant_or_style": "jacobs-crinklys-cheese-and-onion-crisps-6-x-23g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "23",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "12.173913043478",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "savoury-baked-snacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073555",
                "product_json_route": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073555",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-crinklys-cheese-and-onion-crisps-6-x-23g-5000168040424-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073556",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073555&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073555",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s crinklys cheese and onion crisps 6 x 23g jacob s 5000168040424 crisp 5000168040424 default blend default cheese and onion crisps multipacks savoury baked snacks 1073555 jacob s crinklys cheese and onion crisps 6 x 23g 5000168040424 jacob s https crisps biz product jacobs crinklys cheese and onion crisps 6 x 23g cheese and onion crisps multipacks savoury baked snacks jacobs crinklys cheese and onion crisps 6 x 23g no blend 23 2 8 12 173913043478 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs cheese and onion crisps crisps crisp multipacks savoury baked snacks default budget 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "072e94771515e49d168be39d015b1b29aebff7fc62bab427aa70d7ba85a06d8b"
            }
        },
        {
            "product_id": "1073558",
            "name": "Jacob's Mini Cheddars Original Snacks, 260g",
            "brand": "Mini Cheddars",
            "brand_entities": [
                {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5000168180045",
            "sku": "CRISP-5000168180045",
            "slug": "jacobs-mini-cheddars-original-snacks-260g",
            "short_description": "A 260g tube of Jacob's Mini Cheddars Original, in a festive knitted jumper design: small, round cheese snack biscuits baked with real cheese. The label gives 128 kcal for a 25g serving and counts about ten servings in the tube.Wheat, barley and milk are on the list. The listing says there are no artificial colours or flavours. The tube has a lid, and the foil, the lid and the tube can all be recycled.Allergens. Contains cereals containing gluten and milk; may contain eggs and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
            "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073558",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.3076923076923077,
                "weight_g": 260,
                "comparison_price_gbp": 1.3076923076923077,
                "comparison_unit": "100g",
                "pack_label": "260g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.3076923076923077,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
            "buy_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-snacks-260g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-snacks-260g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mini Cheddars Original Snacks, 260g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073559",
                "attachment_id": 1073559,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37706,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073559",
                    "attachment_id": 1073559,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073559",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2143,
                    "name": "Mini Cheddars",
                    "slug": "mini-cheddars",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mini-cheddars/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073558",
                "same_brand_products": [
                    {
                        "product_id": "1073545",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035079",
                        "sku": "CRISP-5000168035079",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073547",
                        "name": "Jacob's Mini Cheddars Red Leicester Baked Snacks, 12 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035291",
                        "sku": "CRISP-5000168035291",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-baked-snacks-12-x-23g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073550",
                        "name": "Jacob's Mini Cheddars Red Leicester Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035345",
                        "sku": "CRISP-5000168035345",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-red-leicester-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073540",
                        "name": "Jacob's Mini Cheddars Original Snacks, 45g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168031064",
                        "sku": "CRISP-5000168031064",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073542",
                        "name": "Jacob's Mini Cheddars Original Baked Snacks, 6 x 23g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168035031",
                        "sku": "CRISP-5000168035031",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-baked-snacks-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073534",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012575",
                        "sku": "CRISP-5000168012575",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073536",
                        "name": "Mini Cheddars Cheeselets Cheese and Onion Baked Snacks, 6 x 24.5g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168012650",
                        "sku": "CRISP-5000168012650",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-cheese-and-onion-baked-snacks-6-x-24-5g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073538",
                        "name": "Mini Cheddars Cheeselets Intensely Cheesy Snacks, 150g",
                        "brand": "Mini Cheddars",
                        "gtin": "5000168014258",
                        "sku": "CRISP-5000168014258",
                        "canonical_product_url": "https://crisps.biz/product/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/mini-cheddars-cheeselets-intensely-cheesy-snacks-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073558",
                    "product_name": "Jacob's Mini Cheddars Original Snacks, 260g",
                    "gtin": "5000168180045",
                    "brand": "Mini Cheddars",
                    "product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                    "sub_type": "Cheesy, Crisps, Savoury baked snacks, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "jacobs-mini-cheddars-original-snacks-260g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "260",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "1.3076923076923",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Mini Cheddars",
                    "brand_slugs": [
                        "mini-cheddars"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "savoury-baked-snacks",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073558",
                "product_json_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-mini-cheddars-original-snacks-260g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-mini-cheddars-original-snacks-260g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-mini-cheddars-original-snacks-260g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073558",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-mini-cheddars-original-snacks-260g-5000168180045-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073559",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073558&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073558",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s mini cheddars original snacks 260g mini cheddars 5000168180045 crisp 5000168180045 default blend default cheesy crisps savoury baked snacks stacked crisps tubes and caddies 1073558 jacob s mini cheddars original snacks 260g 5000168180045 mini cheddars https crisps biz product jacobs mini cheddars original snacks 260g cheesy crisps savoury baked snacks stacked crisps tubes and caddies jacobs mini cheddars original snacks 260g no blend 260 3 4 1 3076923076923 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mini cheddars mini cheddars cheesy crisps crisps savoury baked snacks stacked crisps tubes and caddies default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "99bce59140081cc8554fb36062a750992fc7e6164264133d43107d1ec1eb524f"
            }
        },
        {
            "product_id": "1073560",
            "name": "Jacob's Treeselets Baked Snacks, 280g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crisps",
                "Savoury baked snacks",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5000168180083",
            "sku": "CRISP-5000168180083",
            "slug": "jacobs-treeselets-baked-snacks-280g",
            "short_description": "A 280g tube of Jacob's Treeselets: small cheese flavour snack biscuits shaped like Christmas trees, oven baked, in a festive tube with a lid. The label gives 127 kcal for a 25g serving and counts eleven servings in the tube.Wheat and milk are on the list, and MSG is in the cheese flavouring. The listing says the biscuits are suitable for vegetarians. The best before date is on the base of the tube.Allergens. Contains cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
            "product_json_route": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073560",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.2142857142857142,
                "weight_g": 280,
                "comparison_price_gbp": 1.2142857142857142,
                "comparison_unit": "100g",
                "pack_label": "280g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.2142857142857142,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
            "buy_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-treeselets-baked-snacks-280g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-treeselets-baked-snacks-280g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Treeselets Baked Snacks, 280g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073561",
                "attachment_id": 1073561,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43690,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073561",
                    "attachment_id": 1073561,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073561",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073560",
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                        "product_id": "1074149",
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                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
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                        "ingredient_family": "default",
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                            "rating_scale": "0-5",
                            "note": null,
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                        }
                    },
                    {
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                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
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                        }
                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
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                    {
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                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
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                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
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                            "rating_scale": "0-5",
                            "note": null,
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                    }
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                            "note": null,
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074439",
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                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "format",
                    "servings_per_pack",
                    "packaging_type",
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                    "fairtrade",
                    "rainforest_alliance",
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                    "product_name": "derived_runtime",
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                    "packaging_type": "missing_pending_catalogue_csv",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                        "savoury-baked-snacks",
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                        "tubes-and-caddies"
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                },
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
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                }
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                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-treeselets-baked-snacks-280g-5000168180083-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073561",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073560&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073560",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s treeselets baked snacks 280g jacob s 5000168180083 crisp 5000168180083 default blend default crisps savoury baked snacks stacked crisps tubes and caddies 1073560 jacob s treeselets baked snacks 280g 5000168180083 jacob s https crisps biz product jacobs treeselets baked snacks 280g crisps savoury baked snacks stacked crisps tubes and caddies jacobs treeselets baked snacks 280g no blend 280 3 4 1 2142857142857 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crisps savoury baked snacks stacked crisps tubes and caddies default mid 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "69fabb26eaec75d908a56a83fdca4ea4a73f75e673a221a48e1f3298e773dfa3"
            }
        },
        {
            "product_id": "1073562",
            "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Savoury baked snacks",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000168186610",
            "sku": "CRISP-5000168186610",
            "slug": "jacobs-cracker-crisps-sour-cream-and-chive-150g",
            "short_description": "A 150g sharing bag of Jacob's Cracker Crisps Sour Cream and Chive: thin, square, oven baked cracker crisps made from wheat flour and dried potato, with a sour cream and chive seasoning. The label gives 117 kcal for a 25g serving and counts six servings in the bag.Wheat and milk are on the list, and the advice says they may also contain sesame, egg, soya and mustard. The pack says they are suitable for vegetarians, with no MSG and no artificial colours or flavours.Allergens. Contains cereals containing gluten and milk; may contain eggs, mustard, sesame and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "product_json_route": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073562",
            "price": "2.60",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7333333333333334,
                "weight_g": 150,
                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "buy_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Cracker Crisps Sour Cream and Chive, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073563",
                "attachment_id": 1073563,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32098,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073563",
                    "attachment_id": 1073563,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073563",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073562",
                "same_brand_products": [
                    {
                        "product_id": "1074149",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000396056099",
                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073553",
                        "name": "Jacob's Twiglets Original Baked Snacks, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168039268",
                        "sku": "CRISP-5000168039268",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073555",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168040424",
                        "sku": "CRISP-5000168040424",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073532",
                        "name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000137016955",
                        "sku": "CRISP-5000137016955",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073529",
                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000137002965",
                        "sku": "CRISP-5000137002965",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073562",
                    "product_name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                    "gtin": "5000168186610",
                    "brand": "Jacob's",
                    "product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                    "sub_type": "Crisps, Herby and deli, Savoury baked snacks, Sharing bags",
                    "variant_or_style": "jacobs-cracker-crisps-sour-cream-and-chive-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "savoury-baked-snacks",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073562",
                "product_json_route": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073562",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sour-cream-and-chive-150g-5000168186610-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073563",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073562&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073562",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s cracker crisps sour cream and chive 150g jacob s 5000168186610 crisp 5000168186610 default blend default crisps herby and deli savoury baked snacks sharing bags 1073562 jacob s cracker crisps sour cream and chive 150g 5000168186610 jacob s https crisps biz product jacobs cracker crisps sour cream and chive 150g crisps herby and deli savoury baked snacks sharing bags jacobs cracker crisps sour cream and chive 150g no blend 150 2 6 1 7333333333333 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crisps deli flavour crisps savoury baked snacks sharing bags default budget 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "83a410119cadab7d568a129ff913c855037c43200c8af5617eadbbe9d3360bc5"
            }
        },
        {
            "product_id": "1073564",
            "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Savoury baked snacks",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000168186634",
            "sku": "CRISP-5000168186634",
            "slug": "jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g",
            "short_description": "A 150g sharing bag of Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar: thin, square crackers made from wheat flour, sunflower and palm oils, dried potato and starch, raised like a cracker, with a sea salt and balsamic vinegar flavour of sugar, sodium diacetate, citric acid, sea salt and natural flavouring. The label gives 117 kcal and 0.5g of salt for a 25g serving.Wheat is in the recipe. The pack's allergy advice says it may contain eggs, milk, mustard, sesame and soya.No vinegar is named on the list: the tang comes from sodium diacetate and citric acid.Allergens. Contains cereals containing gluten; may contain eggs, milk, mustard, sesame and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "product_json_route": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073564",
            "price": "2.60",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "buy_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "human_purchase_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073565",
                "attachment_id": 1073565,
                "relative_upload_path": "2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34949,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073565",
                    "attachment_id": 1073565,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073565",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073564",
                "same_brand_products": [
                    {
                        "product_id": "1074149",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000396056099",
                        "sku": "CRISP-5000396056099",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073553",
                        "name": "Jacob's Twiglets Original Baked Snacks, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168039268",
                        "sku": "CRISP-5000168039268",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073555",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168040424",
                        "sku": "CRISP-5000168040424",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073532",
                        "name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000137016955",
                        "sku": "CRISP-5000137016955",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073529",
                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000137002965",
                        "sku": "CRISP-5000137002965",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073564",
                    "product_name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                    "gtin": "5000168186634",
                    "brand": "Jacob's",
                    "product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Savoury baked snacks, Sharing bags",
                    "variant_or_style": "jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "savoury-baked-snacks",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073564",
                "product_json_route": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073564",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g-5000168186634-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073565",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073564&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073564",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s cracker crisps sea salt and balsamic vinegar 150g jacob s 5000168186634 crisp 5000168186634 default blend default crisps ready salted and sea salt savoury baked snacks sharing bags 1073564 jacob s cracker crisps sea salt and balsamic vinegar 150g 5000168186634 jacob s https crisps biz product jacobs cracker crisps sea salt and balsamic vinegar 150g crisps ready salted and sea salt savoury baked snacks sharing bags jacobs cracker crisps sea salt and balsamic vinegar 150g no blend 150 2 6 1 7333333333333 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crisps ready salted crisps savoury baked snacks sharing bags default budget 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7083df9184e271df026874c3540614eade6da03ce792ff62d21d2641d8898147"
            }
        },
        {
            "product_id": "1073566",
            "name": "Hula Hoops Original Potato Rings, 6 x 24g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000237117446",
            "sku": "CRISP-5000237117446",
            "slug": "hula-hoops-original-potato-rings-6-x-24g",
            "short_description": "Six 24g bags of Hula Hoops Original, 144g in all: plain salted potato rings made from potato starch and dried potato, with rice and maize flour, sunflower oil, salt and potassium chloride. The label gives 120 kcal and 0.34g of salt for each bag.At 1.4g of salt per 100g, it is the least salty Hula Hoop we stock. No allergens are highlighted in the ingredients, but the allergy advice says the rings may contain cereals containing gluten and milk. The pack says they are suitable for vegetarians and states no artificial flavours or colours and no MSG.Each 24g bag is one serving, and six bags cover a school or working week with one to spare.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073566",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.333333333333334,
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                "comparison_price_gbp": 13.333333333333334,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 13.333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-6-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-6-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-6-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-original-potato-rings-6-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-original-potato-rings-6-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Original Potato Rings, 6 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073567",
                "attachment_id": 1073567,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46981,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073567",
                    "attachment_id": 1073567,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073567",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073566",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073566",
                    "product_name": "Hula Hoops Original Potato Rings, 6 x 24g",
                    "gtin": "5000237117446",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Ready salted and sea salt",
                    "variant_or_style": "hula-hoops-original-potato-rings-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "13.333333333333",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073566",
                "product_json_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-original-potato-rings-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-original-potato-rings-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073566",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-6-x-24g-5000237117446-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073567",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073566&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073566",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bdcb1df4a253165d377c87820e8229db8128bbc8106008200ede20ceeeefc7ac"
            }
        },
        {
            "product_id": "1073568",
            "name": "Hula Hoops BBQ Beef Potato Rings, 6 x 24g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
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                "Crisps",
                "Meaty",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
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                    "term_id": 2089,
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
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                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073568",
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            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 13.333333333333334,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops BBQ Beef Potato Rings, 6 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073569",
                "attachment_id": 1073569,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46240,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073569",
                    "attachment_id": 1073569,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073569",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073568",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Hula Hoops BBQ Beef Potato Rings, 6 x 24g",
                    "gtin": "5000237117460",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "hula-hoops-bbq-beef-potato-rings-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "13.333333333333",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073568",
                "product_json_route": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-bbq-beef-potato-rings-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073568",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-bbq-beef-potato-rings-6-x-24g-5000237117460-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073568&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073568",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
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                    "sweetness",
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                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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                    "slug": "salt-and-vinegar-crisps",
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            ],
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            "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073570",
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            "regular_price_gbp": 4,
            "currency": "GBP",
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                "serving_unit": null,
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                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-salt-and-vinegar-potato-rings-6-x-24g-5000237117484-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-salt-and-vinegar-potato-rings-6-x-24g-5000237117484-front-of-pack.jpg.json",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40159,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073571",
                    "attachment_id": 1073571,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-salt-and-vinegar-potato-rings-6-x-24g-5000237117484-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-salt-and-vinegar-potato-rings-6-x-24g-5000237117484-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073571",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073570",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                    "gtin": "5000237117484",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Salt and vinegar",
                    "variant_or_style": "hula-hoops-salt-and-vinegar-potato-rings-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "13.333333333333",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073570",
                "product_json_route": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073570",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-salt-and-vinegar-potato-rings-6-x-24g-5000237117484-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073570",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "focus_friendly",
                    "post_meal_digestive",
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                    "food_pairings",
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                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "taxonomy": "product_cat",
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                },
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                    "taxonomy": "product_cat",
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                },
                {
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            ],
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            "product_json_route": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/.md",
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                "price_source": "woocommerce_current_price",
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            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-cheese-and-onion-potato-rings-6-x-24g-5000237117507-front-of-pack.jpg.json",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1000
                    },
                    "webp": {
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                        "max_width": 1000
                    },
                    "avif": {
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                        "max_width": 1000
                    }
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                "image_truth": {
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                        "authority": "crisps Image Estate Authority",
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                        "schema_version": "crisps-image-truth-v1",
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                        "freshness": "live_attachment_fallback"
                    },
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                    "attachment_id": 1073574,
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                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
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                    },
                    "preferred": {
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                        "format": "avif",
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                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
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                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073574",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073573",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073573",
                    "product_name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                    "gtin": "5000237117507",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                    "sub_type": "Cheese and onion, Crisps, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "hula-hoops-cheese-and-onion-potato-rings-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "13.333333333333",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073573",
                "product_json_route": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073573",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-cheese-and-onion-potato-rings-6-x-24g-5000237117507-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073574",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073573&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073573",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops cheese and onion potato rings 6 x 24g hula hoops 5000237117507 crisp 5000237117507 default blend default cheese and onion crisps multipacks puffs rings and shapes 1073573 hula hoops cheese and onion potato rings 6 x 24g 5000237117507 hula hoops https crisps biz product hula hoops cheese and onion potato rings 6 x 24g cheese and onion crisps multipacks puffs rings and shapes hula hoops cheese and onion potato rings 6 x 24g no blend 24 3 2 13 333333333333 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops cheese and onion crisps crisps crisp multipacks puffs rings and shapes default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e1ebec6a52546aba82cd0f9423349c3b7ab1d5684d98c74d615c00ee2a9ad662"
            }
        },
        {
            "product_id": "1073576",
            "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000237117583",
            "sku": "CRISP-5000237117583",
            "slug": "hula-hoops-variety-potato-rings-6-x-24g",
            "short_description": "Six 24g bags of Hula Hoops, 144g in all: two each of salt and vinegar, original, and cheese and onion. The labels give 120 kcal for every bag, and salt of 0.34g for original, 0.43g for cheese and onion and 0.48g for salt and vinegar.Milk is in the cheese and onion bags; no allergens are highlighted in the original and salt and vinegar bags, and the allergy advice for the box says it may contain cereals containing gluten. The pack says the rings are suitable for vegetarians and states no artificial flavours or colours and no MSG.It covers three everyday flavours in one small box, each 24g bag a single serving, and the pack says the rings are cooked with 100% sunflower oil.Allergens. Contains milk; may contain cereals containing gluten. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073576",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.333333333333334,
                "weight_g": 24,
                "comparison_price_gbp": 13.333333333333334,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 13.333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-variety-potato-rings-6-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-variety-potato-rings-6-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Variety Potato Rings, 6 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073577",
                "attachment_id": 1073577,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39327,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073577",
                    "attachment_id": 1073577,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073577",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073576",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073576",
                    "product_name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                    "gtin": "5000237117583",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "hula-hoops-variety-potato-rings-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "13.333333333333",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073576",
                "product_json_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-variety-potato-rings-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073576",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-6-x-24g-5000237117583-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073577",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073576&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073576",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops variety potato rings 6 x 24g hula hoops 5000237117583 crisp 5000237117583 default blend default crisps multipacks puffs rings and shapes variety packs 1073576 hula hoops variety potato rings 6 x 24g 5000237117583 hula hoops https crisps biz product hula hoops variety potato rings 6 x 24g crisps multipacks puffs rings and shapes variety packs hula hoops variety potato rings 6 x 24g no blend 24 3 2 13 333333333333 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops crisps crisp multipacks puffs rings and shapes crisp variety packs default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f714fcb30e887158b82317021155cf7661835e35dc1671356321623005e6041e"
            }
        },
        {
            "product_id": "1073578",
            "name": "Skips Prawn Cocktail Snacks, 6 x 13.1g",
            "brand": "Skips",
            "brand_entities": [
                {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Prawn cocktail and seafood",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000237123850",
            "sku": "CRISP-5000237123850",
            "slug": "skips-prawn-cocktail-snacks-6-x-13-1g",
            "short_description": "Six 13.1g bags of Skips Prawn Cocktail: light, melting snacks made from tapioca starch, sunflower oil and maize flour, with a prawn cocktail flavour of sugar, salt, natural flavouring, citric acid, onion, tomato, spirit vinegar extract and a touch of black pepper and clove. The pack gives 71 kcal (295 kJ) and 0.29g of salt for each bag.There is no prawn in them: the pack says they are suitable for vegetarians, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten, milk and soya.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "product_json_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/.json",
            "product_markdown_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073578",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 18.320610687022903,
                "weight_g": 13.1,
                "comparison_price_gbp": 18.320610687022903,
                "comparison_unit": "100g",
                "pack_label": "13.1g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 18.320610687022903,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "buy_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "human_purchase_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "buy_card_route": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "buy_card_url": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Skips Prawn Cocktail Snacks, 6 x 13.1g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073579",
                "attachment_id": 1073579,
                "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40698,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073579",
                    "attachment_id": 1073579,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073579",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073578",
                "same_brand_products": [
                    {
                        "product_id": "1073693",
                        "name": "Skips Salt and Vinegar Snacks, 6 x 13g",
                        "brand": "Skips",
                        "gtin": "5000237208267",
                        "sku": "CRISP-5000237208267",
                        "canonical_product_url": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073687",
                        "name": "Skips Prawn Cocktail Snacks, 90g",
                        "brand": "Skips",
                        "gtin": "5000237207956",
                        "sku": "CRISP-5000237207956",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073633",
                        "name": "Skips Prawn Cocktail Snacks, 35g",
                        "brand": "Skips",
                        "gtin": "5000237138366",
                        "sku": "CRISP-5000237138366",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073578",
                    "product_name": "Skips Prawn Cocktail Snacks, 6 x 13.1g",
                    "gtin": "5000237123850",
                    "brand": "Skips",
                    "product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
                    "sub_type": "Crisps, Multipacks, Prawn cocktail and seafood, Puffs, rings and shapes",
                    "variant_or_style": "skips-prawn-cocktail-snacks-6-x-13-1g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13.1",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "18.320610687023",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Skips",
                    "brand_slugs": [
                        "skips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "prawn-cocktail-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073578",
                "product_json_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/.json",
                "product_markdown_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/.md",
                "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
                "buy_card_route": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-6-x-13-1g/",
                "citation_anchor": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073578",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-6-x-13-1g-5000237123850-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073579",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073578&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073578",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " skips prawn cocktail snacks 6 x 13 1g skips 5000237123850 crisp 5000237123850 default blend default crisps multipacks prawn cocktail and seafood puffs rings and shapes 1073578 skips prawn cocktail snacks 6 x 13 1g 5000237123850 skips https crisps biz product skips prawn cocktail snacks 6 x 13 1g crisps multipacks prawn cocktail and seafood puffs rings and shapes skips prawn cocktail snacks 6 x 13 1g no blend 13 1 2 4 18 320610687023 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 skips skips crisps crisp multipacks prawn cocktail crisps puffs rings and shapes default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b2cc8f8c721eaef935945c76e9a885a451d3b00ce12582fc9ae8ac692b147f05"
            }
        },
        {
            "product_id": "1073580",
            "name": "KP Cheese Footballs, 142g",
            "brand": "KP",
            "brand_entities": [
                {
                    "term_id": 2154,
                    "name": "KP",
                    "slug": "kp",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kp/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Puffs, rings and shapes",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5000237124772",
            "sku": "CRISP-5000237124772",
            "slug": "kp-cheese-footballs-142g",
            "short_description": "A 142g tub of KP Cheese Footballs: light, crispy wheat wafer balls with a soft cheesy centre, made with 12% dried processed cheese, dried whey, palm kernel and palm oils, dextrose and salt. The label gives 167 kcal and 0.36g of salt for a 30g serving.Palm kernel oil makes these very rich in saturates: 27g per 100g, the most of anything we stock.Wheat, milk and soya are in the recipe, and the allergy advice says the footballs may contain nuts.Allergens. Contains cereals containing gluten, milk and soya; may contain nuts. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kp-cheese-footballs-142g/",
            "product_json_route": "https://crisps.biz/product/kp-cheese-footballs-142g/.json",
            "product_markdown_route": "https://crisps.biz/product/kp-cheese-footballs-142g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073580",
            "price": "3.80",
            "price_gbp": 3.8,
            "regular_price_gbp": 4.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.676056338028169,
                "weight_g": 142,
                "comparison_price_gbp": 2.676056338028169,
                "comparison_unit": "100g",
                "pack_label": "142g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.8
            },
            "price_per_100g_gbp": 2.676056338028169,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kp-cheese-footballs-142g/",
            "buy_url": "https://crisps.biz/buy/kp-cheese-footballs-142g/",
            "human_purchase_url": "https://crisps.biz/buy/kp-cheese-footballs-142g/",
            "buy_card_route": "https://crisps.biz/buy-card/kp-cheese-footballs-142g/",
            "buy_card_url": "https://crisps.biz/buy-card/kp-cheese-footballs-142g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "KP Cheese Footballs, 142g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073581",
                "attachment_id": 1073581,
                "relative_upload_path": "2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38717,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073581",
                    "attachment_id": 1073581,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073581",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kp-cheese-footballs-142g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2154,
                    "name": "KP",
                    "slug": "kp",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kp/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073580",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073580",
                    "product_name": "KP Cheese Footballs, 142g",
                    "gtin": "5000237124772",
                    "brand": "KP",
                    "product_url": "https://crisps.biz/product/kp-cheese-footballs-142g/",
                    "sub_type": "Cheesy, Crisps, Puffs, rings and shapes, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "kp-cheese-footballs-142g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "142",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.8",
                    "price_per_100g_gbp": "2.6760563380282",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "KP",
                    "brand_slugs": [
                        "kp"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kp-cheese-footballs-142g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073580",
                "product_json_route": "https://crisps.biz/product/kp-cheese-footballs-142g/.json",
                "product_markdown_route": "https://crisps.biz/product/kp-cheese-footballs-142g/.md",
                "checkout_url": "https://crisps.biz/buy/kp-cheese-footballs-142g/",
                "buy_card_route": "https://crisps.biz/buy-card/kp-cheese-footballs-142g/",
                "citation_anchor": "https://crisps.biz/product/kp-cheese-footballs-142g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073580",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kp-cheese-footballs-142g-5000237124772-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073581",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073580&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073580",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.8,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e7c4a7bed09da5522233ea82aac1c50ee941c047dbf30cfa1e91b98218e74a3f"
            }
        },
        {
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                {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
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                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
            "product_json_route": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073584",
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            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 9.411764705882353,
                "comparison_unit": "100g",
                "pack_label": "25.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.411764705882353,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
            "buy_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
            "human_purchase_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/discos-variety-crisps-6-x-25-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/discos-variety-crisps-6-x-25-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Discos Variety Crisps, 6 x 25.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073585",
                "attachment_id": 1073585,
                "relative_upload_path": "2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38688,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073585",
                    "attachment_id": 1073585,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073585",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073584",
                "same_brand_products": [
                    {
                        "product_id": "1073691",
                        "name": "Discos Salt and Vinegar Crisps, 105g",
                        "brand": "Discos",
                        "gtin": "5000237208045",
                        "sku": "CRISP-5000237208045",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073653",
                        "name": "Discos Salt and Vinegar Crisps, 6 Pack",
                        "brand": "Discos",
                        "gtin": "5000237204207",
                        "sku": "CRISP-5000237204207",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073648",
                        "name": "Discos Salt and Vinegar Crisps, 50g",
                        "brand": "Discos",
                        "gtin": "5000237138809",
                        "sku": "CRISP-5000237138809",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073584",
                    "product_name": "Discos Variety Crisps, 6 x 25.5g",
                    "gtin": "5000237128138",
                    "brand": "Discos",
                    "product_url": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "discos-variety-crisps-6-x-25-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.4117647058824",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Discos",
                    "brand_slugs": [
                        "discos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073584",
                "product_json_route": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/.md",
                "checkout_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/discos-variety-crisps-6-x-25-5g/",
                "citation_anchor": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073584",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-variety-crisps-6-x-25-5g-5000237128138-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073585",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073584&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073584",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " discos variety crisps 6 x 25 5g discos 5000237128138 crisp 5000237128138 default blend default crisps multipacks puffs rings and shapes variety packs 1073584 discos variety crisps 6 x 25 5g 5000237128138 discos https crisps biz product discos variety crisps 6 x 25 5g crisps multipacks puffs rings and shapes variety packs discos variety crisps 6 x 25 5g no blend 25 5 2 4 9 4117647058824 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 discos discos crisps crisp multipacks puffs rings and shapes crisp variety packs default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "6d454754551cbe50e42541ada2f67f1c6c76efeae6996a69586bf1832b9190ad"
            }
        },
        {
            "product_id": "1073590",
            "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000237128954",
            "sku": "CRISP-5000237128954",
            "slug": "hula-hoops-variety-potato-rings-12-x-24g",
            "short_description": "Twelve 24g bags of Hula Hoops, 288g in all: three each of BBQ beef, salt and vinegar, original and cheese and onion. The labels give 120 kcal for every bag, and salt from 0.34g a bag for original to 0.53g for BBQ beef.Milk is in the BBQ beef and cheese and onion bags; no allergens are highlighted in the original and salt and vinegar bags, and the allergy advice for the box says it may contain cereals containing gluten. The pack says the rings are suitable for vegetarians, and there is no meat in the BBQ beef.It suits a family that wants four flavours in one box, and the pack says the rings are cooked with 100% sunflower oil.Allergens. Contains milk; may contain cereals containing gluten. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073590",
            "price": "4.80",
            "price_gbp": 4.8,
            "regular_price_gbp": 6,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 20,
                "weight_g": 24,
                "comparison_price_gbp": 20,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.8
            },
            "price_per_100g_gbp": 20,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-variety-potato-rings-12-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-variety-potato-rings-12-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Variety Potato Rings, 12 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073591",
                "attachment_id": 1073591,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40962,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073591",
                    "attachment_id": 1073591,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073591",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073590",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                    "gtin": "5000237128954",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
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                    "variant_or_style": "hula-hoops-variety-potato-rings-12-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "20",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073590",
                "product_json_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-variety-potato-rings-12-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073590",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-variety-potato-rings-12-x-24g-5000237128954-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073591",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073590&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073590",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops variety potato rings 12 x 24g hula hoops 5000237128954 crisp 5000237128954 default blend default big multipacks crisps puffs rings and shapes variety packs 1073590 hula hoops variety potato rings 12 x 24g 5000237128954 hula hoops https crisps biz product hula hoops variety potato rings 12 x 24g big multipacks crisps puffs rings and shapes variety packs hula hoops variety potato rings 12 x 24g no blend 24 4 8 20 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops big multipacks crisps puffs rings and shapes crisp variety packs default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c8655ea7089e8a069d3a123ea0aa504c3c4ac80e05da2ad14b62dfdf4cf48938"
            }
        },
        {
            "product_id": "1073593",
            "name": "Hula Hoops Original Potato Rings, 12 x 24g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Puffs, rings and shapes",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000237128978",
            "sku": "CRISP-5000237128978",
            "slug": "hula-hoops-original-potato-rings-12-x-24g",
            "short_description": "Twelve 24g bags of Hula Hoops Original, 288g in all: plain potato rings made from potato starch and dried potato, with rice and maize flour, sunflower oil, salt and potassium chloride. The label gives 499 kcal and 1.4g of salt per 100g, the lowest salt figure of the Hula Hoops we stock.The full product name on the pack is original salted potato rings. No allergens are highlighted in the ingredients, but the allergy advice says the rings may contain cereals containing gluten and milk. The pack says they are suitable for vegetarians and states no artificial flavours or colours and no MSG.Twelve bags cover a fortnight of lunches or a family week. The six bag pack of the same rings gives 120 kcal and 0.34g of salt for each 24g bag.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073593",
            "price": "4.80",
            "price_gbp": 4.8,
            "regular_price_gbp": 6,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 20,
                "weight_g": 24,
                "comparison_price_gbp": 20,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.8
            },
            "price_per_100g_gbp": 20,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-original-potato-rings-12-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-original-potato-rings-12-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Original Potato Rings, 12 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073594",
                "attachment_id": 1073594,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39615,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073594",
                    "attachment_id": 1073594,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073594",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073593",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073593",
                    "product_name": "Hula Hoops Original Potato Rings, 12 x 24g",
                    "gtin": "5000237128978",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                    "sub_type": "Big multipacks, Crisps, Puffs, rings and shapes, Ready salted and sea salt",
                    "variant_or_style": "hula-hoops-original-potato-rings-12-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.8",
                    "price_per_100g_gbp": "20",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073593",
                "product_json_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-original-potato-rings-12-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073593",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-original-potato-rings-12-x-24g-5000237128978-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073594",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073593&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073593",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops original potato rings 12 x 24g hula hoops 5000237128978 crisp 5000237128978 default blend default big multipacks crisps puffs rings and shapes ready salted and sea salt 1073593 hula hoops original potato rings 12 x 24g 5000237128978 hula hoops https crisps biz product hula hoops original potato rings 12 x 24g big multipacks crisps puffs rings and shapes ready salted and sea salt hula hoops original potato rings 12 x 24g no blend 24 4 8 20 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops big multipacks crisps puffs rings and shapes ready salted crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "170fb3485364f93eb457f3cc9cffa1448910371cfd02c1067b2c654c1fbaa29d"
            }
        },
        {
            "product_id": "1073596",
            "name": "McCoy's Classic Variety Crisps, 6 x 25g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000237129999",
            "sku": "CRISP-5000237129999",
            "slug": "mccoys-classic-variety-crisps-6-x-25g",
            "short_description": "Six 25g bags of McCoy's ridge cut crisps, two each of Cheddar and Onion, Salt and Malt Vinegar and Salted, 150g in all. Each bag is 132 or 133 kcal on its panel.The salt and malt vinegar bags contain gluten from barley and the cheddar and onion bags contain milk; the allergy advice adds that the crisps may contain mustard and soya. The pack says all the crisps are suitable for vegetarians.Allergens. Contains cereals containing gluten and milk; may contain mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073596",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
                "weight_g": 25,
                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-classic-variety-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-classic-variety-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Classic Variety Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073597",
                "attachment_id": 1073597,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 52256,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073597",
                    "attachment_id": 1073597,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073597",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073596",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073596",
                    "product_name": "McCoy's Classic Variety Crisps, 6 x 25g",
                    "gtin": "5000237129999",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Multipacks, Potato crisps, Variety packs",
                    "variant_or_style": "mccoys-classic-variety-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073596",
                "product_json_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-classic-variety-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-classic-variety-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073596",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-6-x-25g-5000237129999-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073597",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073596&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073596",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s classic variety crisps 6 x 25g mccoy s 5000237129999 crisp 5000237129999 default blend default crinkle and ridge cut crisps multipacks potato crisps variety packs 1073596 mccoy s classic variety crisps 6 x 25g 5000237129999 mccoy s https crisps biz product mccoys classic variety crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps variety packs mccoys classic variety crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps crisp multipacks potato crisps crisp variety packs default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "1c3103348173ca22c35737de66a347c6273d7286a424ac4a8898ac80947bccd4"
            }
        },
        {
            "product_id": "1073598",
            "name": "McCoy's Salt and Malt Vinegar Crisps, 6 x 25g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5000237130018",
            "sku": "CRISP-5000237130018",
            "slug": "mccoys-salt-and-malt-vinegar-crisps-6-x-25g",
            "short_description": "Six 25g bags of McCoy's Salt and Malt Vinegar, sharp, malty ridge cut crisps in lunchbox portions, 150g in all. The label gives 132 kcal and 0.53g of salt for each bag.The seasoning uses dried barley malt vinegar extract, so the crisps contain gluten, and the salt is high on the front of pack scale at 2.1g per 100g. The pack says they are suitable for vegetarians.Allergens. Contains cereals containing gluten; may contain milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073598",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
                "weight_g": 25,
                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Salt and Malt Vinegar Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073599",
                "attachment_id": 1073599,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37517,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073599",
                    "attachment_id": 1073599,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073599",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073598",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073598",
                    "product_name": "McCoy's Salt and Malt Vinegar Crisps, 6 x 25g",
                    "gtin": "5000237130018",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Multipacks, Potato crisps, Salt and vinegar",
                    "variant_or_style": "mccoys-salt-and-malt-vinegar-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "12.8",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073598",
                "product_json_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073598",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-6-x-25g-5000237130018-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073599",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073598&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073598",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s salt and malt vinegar crisps 6 x 25g mccoy s 5000237130018 crisp 5000237130018 default blend default crinkle and ridge cut crisps multipacks potato crisps salt and vinegar 1073598 mccoy s salt and malt vinegar crisps 6 x 25g 5000237130018 mccoy s https crisps biz product mccoys salt and malt vinegar crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps salt and vinegar mccoys salt and malt vinegar crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps crisp multipacks potato crisps salt and vinegar crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "dd36de44c522c6143d1aed120449e8e9959d0ff008661fc8fb4630d434b50353"
            }
        },
        {
            "product_id": "1073600",
            "name": "McCoy's Flame Grilled Steak Crisps, 6 x 25g",
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            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
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                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "sku": "CRISP-5000237130056",
            "slug": "mccoys-flame-grilled-steak-crisps-6-x-25g",
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            "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073600",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
                "weight_g": 25,
                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Flame Grilled Steak Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073601",
                "attachment_id": 1073601,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34448,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073601",
                    "attachment_id": 1073601,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073601",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073600",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073600",
                    "product_name": "McCoy's Flame Grilled Steak Crisps, 6 x 25g",
                    "gtin": "5000237130056",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Multipacks, Potato crisps",
                    "variant_or_style": "mccoys-flame-grilled-steak-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073600",
                "product_json_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073600",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-6-x-25g-5000237130056-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073601",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073600&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073600",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s flame grilled steak crisps 6 x 25g mccoy s 5000237130056 crisp 5000237130056 default blend default crinkle and ridge cut crisps meaty multipacks potato crisps 1073600 mccoy s flame grilled steak crisps 6 x 25g 5000237130056 mccoy s https crisps biz product mccoys flame grilled steak crisps 6 x 25g crinkle and ridge cut crisps meaty multipacks potato crisps mccoys flame grilled steak crisps 6 x 25g no blend 25 3 2 12 8 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps meaty crisps crisp multipacks potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ba3fbabaafd4e35f2247253da79fb358ca469b4b31c635ce70bee0ad9bf1d4c7"
            }
        },
        {
            "product_id": "1073602",
            "name": "McCoy's Classic Variety Crisps, 12 x 25g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073602",
            "price": "4.80",
            "price_gbp": 4.8,
            "regular_price_gbp": 6,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 19.2,
                "weight_g": 25,
                "comparison_price_gbp": 19.2,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.8
            },
            "price_per_100g_gbp": 19.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-12-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-12-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-12-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-classic-variety-crisps-12-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-classic-variety-crisps-12-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Classic Variety Crisps, 12 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073603",
                "attachment_id": 1073603,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39227,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073603",
                    "attachment_id": 1073603,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073603",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073602",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073602",
                    "product_name": "McCoy's Classic Variety Crisps, 12 x 25g",
                    "gtin": "5000237130186",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/",
                    "sub_type": "Big multipacks, Crinkle and ridge cut, Crisps, Potato crisps, Variety packs",
                    "variant_or_style": "mccoys-classic-variety-crisps-12-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.8",
                    "price_per_100g_gbp": "19.2",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crinkle-cut-crisps",
                        "crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073602",
                "product_json_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-classic-variety-crisps-12-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-classic-variety-crisps-12-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-classic-variety-crisps-12-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073602",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-classic-variety-crisps-12-x-25g-5000237130186-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073603",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073602&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073602",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pom-bear/"
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                    "slug": "crisps",
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                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
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                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
            "product_json_route": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/.json",
            "product_markdown_route": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/.md",
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            "regular_price_gbp": 3.5,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-6-x-13g/",
            "buy_url": "https://crisps.biz/buy/pom-bear-original-snacks-6-x-13g/",
            "human_purchase_url": "https://crisps.biz/buy/pom-bear-original-snacks-6-x-13g/",
            "buy_card_route": "https://crisps.biz/buy-card/pom-bear-original-snacks-6-x-13g/",
            "buy_card_url": "https://crisps.biz/buy-card/pom-bear-original-snacks-6-x-13g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack-600x600.avif",
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                "height": 600,
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                "file_size_bytes": 35923,
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
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                        "max_width": 1000
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                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                        "freshness": "live_attachment_fallback"
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                    "attachment_id": 1073605,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073605",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2157,
                    "name": "Pom-Bear",
                    "slug": "pom-bear",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pom-bear/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073604",
                "same_brand_products": [
                    {
                        "product_id": "1073657",
                        "name": "Pom-Bear Cheese Snacks, 6 x 13g",
                        "brand": "Pom-Bear",
                        "gtin": "5000237204795",
                        "sku": "CRISP-5000237204795",
                        "canonical_product_url": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/pom-bear-cheese-snacks-6-x-13g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073607",
                        "name": "Pom-Bear Original Snacks, 12 x 13g",
                        "brand": "Pom-Bear",
                        "gtin": "5000237130674",
                        "sku": "CRISP-5000237130674",
                        "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-12-x-13g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073604",
                    "product_name": "Pom-Bear Original Snacks, 6 x 13g",
                    "gtin": "5000237130612",
                    "brand": "Pom-Bear",
                    "product_url": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Ready salted and sea salt",
                    "variant_or_style": "pom-bear-original-snacks-6-x-13g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "21.538461538462",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pom-Bear",
                    "brand_slugs": [
                        "pom-bear"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073604",
                "product_json_route": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/.json",
                "product_markdown_route": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/.md",
                "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-6-x-13g/",
                "buy_card_route": "https://crisps.biz/buy-card/pom-bear-original-snacks-6-x-13g/",
                "citation_anchor": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073604",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-6-x-13g-5000237130612-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073605",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073604&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073604",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pom bear original snacks 6 x 13g pom bear 5000237130612 crisp 5000237130612 default blend default crisps multipacks puffs rings and shapes ready salted and sea salt 1073604 pom bear original snacks 6 x 13g 5000237130612 pom bear https crisps biz product pom bear original snacks 6 x 13g crisps multipacks puffs rings and shapes ready salted and sea salt pom bear original snacks 6 x 13g no blend 13 2 8 21 538461538462 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pom bear pom bear crisps crisp multipacks puffs rings and shapes ready salted crisps default budget 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ff631c73ba04540be86ea5953b44bd824a7381353b2176dc843c977a16093f8c"
            }
        },
        {
            "product_id": "1073607",
            "name": "Pom-Bear Original Snacks, 12 x 13g",
            "brand": "Pom-Bear",
            "brand_entities": [
                {
                    "term_id": 2157,
                    "name": "Pom-Bear",
                    "slug": "pom-bear",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pom-bear/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Puffs, rings and shapes",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000237130674",
            "sku": "CRISP-5000237130674",
            "slug": "pom-bear-original-snacks-12-x-13g",
            "short_description": "A twelve bag multipack of Pom-Bear Original, 13g each: teddy shaped potato snacks made from dried potato, sunflower oil and potato and maize starches, lightly seasoned with salt, yeast extract and paprika. The pack gives 66 kcal and 0.17g of salt for each bag.The pack says the bears are gluten free, suitable for vegans and vegetarians, with no artificial colours or flavours.No allergens are named in the ingredients; the listing carries no allergy advice, so read the pack.Allergens. No allergens are highlighted in the published ingredients. The published listing for this pack does not carry its may contain advice, so read the pack before serving anyone with an allergy. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
            "product_json_route": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/.json",
            "product_markdown_route": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073607",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 30.76923076923077,
                "weight_g": 13,
                "comparison_price_gbp": 30.76923076923077,
                "comparison_unit": "100g",
                "pack_label": "13g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 30.76923076923077,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-12-x-13g/",
            "buy_url": "https://crisps.biz/buy/pom-bear-original-snacks-12-x-13g/",
            "human_purchase_url": "https://crisps.biz/buy/pom-bear-original-snacks-12-x-13g/",
            "buy_card_route": "https://crisps.biz/buy-card/pom-bear-original-snacks-12-x-13g/",
            "buy_card_url": "https://crisps.biz/buy-card/pom-bear-original-snacks-12-x-13g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pom-Bear Original Snacks, 12 x 13g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073608",
                "attachment_id": 1073608,
                "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41494,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073608",
                    "attachment_id": 1073608,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073608",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2157,
                    "name": "Pom-Bear",
                    "slug": "pom-bear",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pom-bear/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073607",
                "same_brand_products": [
                    {
                        "product_id": "1073657",
                        "name": "Pom-Bear Cheese Snacks, 6 x 13g",
                        "brand": "Pom-Bear",
                        "gtin": "5000237204795",
                        "sku": "CRISP-5000237204795",
                        "canonical_product_url": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/pom-bear-cheese-snacks-6-x-13g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073604",
                        "name": "Pom-Bear Original Snacks, 6 x 13g",
                        "brand": "Pom-Bear",
                        "gtin": "5000237130612",
                        "sku": "CRISP-5000237130612",
                        "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-6-x-13g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073607",
                    "product_name": "Pom-Bear Original Snacks, 12 x 13g",
                    "gtin": "5000237130674",
                    "brand": "Pom-Bear",
                    "product_url": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
                    "sub_type": "Big multipacks, Crisps, Puffs, rings and shapes, Ready salted and sea salt",
                    "variant_or_style": "pom-bear-original-snacks-12-x-13g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "30.769230769231",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pom-Bear",
                    "brand_slugs": [
                        "pom-bear"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073607",
                "product_json_route": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/.json",
                "product_markdown_route": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/.md",
                "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-12-x-13g/",
                "buy_card_route": "https://crisps.biz/buy-card/pom-bear-original-snacks-12-x-13g/",
                "citation_anchor": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073607",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-original-snacks-12-x-13g-5000237130674-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073608",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073607&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073607",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pom bear original snacks 12 x 13g pom bear 5000237130674 crisp 5000237130674 default blend default big multipacks crisps puffs rings and shapes ready salted and sea salt 1073607 pom bear original snacks 12 x 13g 5000237130674 pom bear https crisps biz product pom bear original snacks 12 x 13g big multipacks crisps puffs rings and shapes ready salted and sea salt pom bear original snacks 12 x 13g no blend 13 4 30 769230769231 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pom bear pom bear big multipacks crisps puffs rings and shapes ready salted crisps default mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "836bc97a1461482dfb59ec738176ed3378823f53b74982c3dd1bf5b8015e7cb3"
            }
        },
        {
            "product_id": "1073610",
            "name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
            "brand": "Nik Naks",
            "brand_entities": [
                {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073610",
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            "regular_price_gbp": 3.25,
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                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 13,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 13,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073611",
                "attachment_id": 1073611,
                "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34297,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073611",
                    "attachment_id": 1073611,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073611",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073610",
                "same_brand_products": [
                    {
                        "product_id": "1073689",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207970",
                        "sku": "CRISP-5000237207970",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073677",
                        "name": "Nik Naks Twisters Tangy 'n' Cheesy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207239",
                        "sku": "CRISP-5000237207239",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073674",
                        "name": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207215",
                        "sku": "CRISP-5000237207215",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073635",
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                        "brand": "Nik Naks",
                        "gtin": "5000237138380",
                        "sku": "CRISP-5000237138380",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073616",
                        "name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237133989",
                        "sku": "CRISP-5000237133989",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
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                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073610",
                    "product_name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
                    "gtin": "5000237131435",
                    "brand": "Nik Naks",
                    "product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                    "sub_type": "Crisps, Hot and spicy, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "nik-naks-nice-n-spicy-snacks-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "13",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nik Naks",
                    "brand_slugs": [
                        "nik-naks"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073610",
                "product_json_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073610",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-6-x-20g-5000237131435-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073611",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073610&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073610",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nik naks nice n spicy snacks 6 x 20g nik naks 5000237131435 crisp 5000237131435 default blend default crisps hot and spicy multipacks puffs rings and shapes 1073610 nik naks nice n spicy snacks 6 x 20g 5000237131435 nik naks https crisps biz product nik naks nice n spicy snacks 6 x 20g crisps hot and spicy multipacks puffs rings and shapes nik naks nice n spicy snacks 6 x 20g no blend 20 2 6 13 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nik naks nik naks crisps spicy crisps crisp multipacks puffs rings and shapes default budget 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
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            "brand": "Wheat Crunchies",
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                {
                    "term_id": 2160,
                    "name": "Wheat Crunchies",
                    "slug": "wheat-crunchies",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/wheat-crunchies/"
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            ],
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2104,
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                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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            ],
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            "product_json_route": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/.md",
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                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-wheat-crunchies-crispy-bacon-snacks-6-x-20g-5000237131763-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-wheat-crunchies-crispy-bacon-snacks-6-x-20g-5000237131763-front-of-pack.jpg.json",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073614",
                    "attachment_id": 1073614,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-wheat-crunchies-crispy-bacon-snacks-6-x-20g-5000237131763-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-wheat-crunchies-crispy-bacon-snacks-6-x-20g-5000237131763-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073614",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2160,
                    "name": "Wheat Crunchies",
                    "slug": "wheat-crunchies",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/wheat-crunchies/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073613",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073613",
                    "product_name": "Wheat Crunchies Crispy Bacon Snacks, 6 x 20g",
                    "gtin": "5000237131763",
                    "brand": "Wheat Crunchies",
                    "product_url": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "wheat-crunchies-crispy-bacon-snacks-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "11",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Wheat Crunchies",
                    "brand_slugs": [
                        "wheat-crunchies"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073613",
                "product_json_route": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/wheat-crunchies-crispy-bacon-snacks-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073613",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-wheat-crunchies-crispy-bacon-snacks-6-x-20g-5000237131763-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073614",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073613&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073613",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " wheat crunchies crispy bacon snacks 6 x 20g wheat crunchies 5000237131763 crisp 5000237131763 default blend default crisps meaty multipacks puffs rings and shapes 1073613 wheat crunchies crispy bacon snacks 6 x 20g 5000237131763 wheat crunchies https crisps biz product wheat crunchies crispy bacon snacks 6 x 20g crisps meaty multipacks puffs rings and shapes wheat crunchies crispy bacon snacks 6 x 20g no blend 20 2 2 11 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 wheat crunchies wheat crunchies crisps meaty crisps crisp multipacks puffs rings and shapes default budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d3038a6ba947a853d7c1fc4a48d055a409c4c97dbe518094afbfd0acedadd695"
            }
        },
        {
            "product_id": "1073616",
            "name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
            "brand": "Nik Naks",
            "brand_entities": [
                {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000237133989",
            "sku": "CRISP-5000237133989",
            "slug": "nik-naks-rib-n-saucy-snacks-6-x-20g",
            "short_description": "Six 20g bags of Nik Naks Rib 'n' Saucy, 120g in all: knobbly corn sticks with a sweet barbecue rib seasoning of sugar, yeast extract, salt, spices, natural flavourings, onion and garlic. The pack gives 113 kcal (471 kJ) and 0.36g of salt for each bag.There is no meat in them: the listing says they are suitable for vegetarians, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients. The pack's allergy advice says it may contain cereals containing gluten, eggs, milk, mustard and soya. Each bag is one serving.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, eggs, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073616",
            "price": "2.60",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13,
                "weight_g": 20,
                "comparison_price_gbp": 13,
                "comparison_unit": "100g",
                "pack_label": "20g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 13,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073617",
                "attachment_id": 1073617,
                "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29368,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073617",
                    "attachment_id": 1073617,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073617",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073616",
                "same_brand_products": [
                    {
                        "product_id": "1073689",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207970",
                        "sku": "CRISP-5000237207970",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073677",
                        "name": "Nik Naks Twisters Tangy 'n' Cheesy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207239",
                        "sku": "CRISP-5000237207239",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073674",
                        "name": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207215",
                        "sku": "CRISP-5000237207215",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073635",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 45g",
                        "brand": "Nik Naks",
                        "gtin": "5000237138380",
                        "sku": "CRISP-5000237138380",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073610",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237131435",
                        "sku": "CRISP-5000237131435",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073616",
                    "product_name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
                    "gtin": "5000237133989",
                    "brand": "Nik Naks",
                    "product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Sweet and savoury",
                    "variant_or_style": "nik-naks-rib-n-saucy-snacks-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "13",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nik Naks",
                    "brand_slugs": [
                        "nik-naks"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073616",
                "product_json_route": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073616",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-rib-n-saucy-snacks-6-x-20g-5000237133989-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073617",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073616&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073616",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nik naks rib n saucy snacks 6 x 20g nik naks 5000237133989 crisp 5000237133989 default blend default crisps multipacks puffs rings and shapes sweet and savoury 1073616 nik naks rib n saucy snacks 6 x 20g 5000237133989 nik naks https crisps biz product nik naks rib n saucy snacks 6 x 20g crisps multipacks puffs rings and shapes sweet and savoury nik naks rib n saucy snacks 6 x 20g no blend 20 2 6 13 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nik naks nik naks crisps crisp multipacks puffs rings and shapes sweet and savoury crisps default budget 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "63a963715ad768e6d8165dcc490034218ac2d04e8d0aa1516d0e929371a2e5b9"
            }
        },
        {
            "product_id": "1073619",
            "name": "Popchips Barbeque Crisps, 5 x 17g",
            "brand": "Popchips",
            "brand_entities": [
                {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Potato crisps",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000237134580",
            "sku": "CRISP-5000237134580",
            "slug": "popchips-barbeque-crisps-5-x-17g",
            "short_description": "Five 17g bags of Popchips Barbeque, 85g in all: popped potato chips made from dried potato, rice flour and sunflower oil, with a sweet and spicy barbecue seasoning. The label gives 74 kcal and 0.11g of salt for each bag.The seasoning uses sugar, onion, tomato, smoked paprika, red chilli pepper, garlic and yeast, with smoked maltodextrin for the smoke. The pack says the chips are suitable for vegans and vegetarians and carries a gluten free claim, and no allergens are highlighted in the ingredients.At 0.64g of salt per 100g, this is the lowest salt of the Popchips we stock. The pack says the chips are popped, not fried, and each 17g bag is a single, light portion.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
            "product_json_route": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/.json",
            "product_markdown_route": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073619",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 17.647058823529413,
                "weight_g": 17,
                "comparison_price_gbp": 17.647058823529413,
                "comparison_unit": "100g",
                "pack_label": "17g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 17.647058823529413,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
            "buy_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
            "human_purchase_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
            "buy_card_route": "https://crisps.biz/buy-card/popchips-barbeque-crisps-5-x-17g/",
            "buy_card_url": "https://crisps.biz/buy-card/popchips-barbeque-crisps-5-x-17g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Popchips Barbeque Crisps, 5 x 17g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073620",
                "attachment_id": 1073620,
                "relative_upload_path": "2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 51722,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073620",
                    "attachment_id": 1073620,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073620",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073619",
                "same_brand_products": [
                    {
                        "product_id": "1074392",
                        "name": "Popchips Sea Salt and Vinegar Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308500",
                        "sku": "CRISP-5060292308500",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074394",
                        "name": "Popchips Sour Cream and Onion Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308708",
                        "sku": "CRISP-5060292308708",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074388",
                        "name": "Popchips Sea Salt Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308104",
                        "sku": "CRISP-5060292308104",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074390",
                        "name": "Popchips Barbeque Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308203",
                        "sku": "CRISP-5060292308203",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073672",
                        "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237207154",
                        "sku": "CRISP-5000237207154",
                        "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073621",
                        "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134603",
                        "sku": "CRISP-5000237134603",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073619",
                    "product_name": "Popchips Barbeque Crisps, 5 x 17g",
                    "gtin": "5000237134580",
                    "brand": "Popchips",
                    "product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                    "sub_type": "Crisps, Multipacks, Popped and baked, Potato crisps, Sweet and savoury",
                    "variant_or_style": "popchips-barbeque-crisps-5-x-17g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "17",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "17.647058823529",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Popchips",
                    "brand_slugs": [
                        "popchips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073619",
                "product_json_route": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/.json",
                "product_markdown_route": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/.md",
                "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
                "buy_card_route": "https://crisps.biz/buy-card/popchips-barbeque-crisps-5-x-17g/",
                "citation_anchor": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073619",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-5-x-17g-5000237134580-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073620",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073619&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073619",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " popchips barbeque crisps 5 x 17g popchips 5000237134580 crisp 5000237134580 default blend default crisps multipacks popped and baked potato crisps sweet and savoury 1073619 popchips barbeque crisps 5 x 17g 5000237134580 popchips https crisps biz product popchips barbeque crisps 5 x 17g crisps multipacks popped and baked potato crisps sweet and savoury popchips barbeque crisps 5 x 17g no blend 17 3 17 647058823529 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 popchips popchips crisps crisp multipacks popped and baked crisps potato crisps sweet and savoury crisps default budget 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "fec964a3e682f7f73c5ccd3d0987f2e4daed6ab544560a2bcb1fd258ca7f0904"
            }
        },
        {
            "product_id": "1073621",
            "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
            "brand": "Popchips",
            "brand_entities": [
                {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Multipacks",
                "Popped and baked",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000237134603",
            "sku": "CRISP-5000237134603",
            "slug": "popchips-sour-cream-and-onion-crisps-5-x-17g",
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            "product_json_route": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/.json",
            "product_markdown_route": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/.md",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 17.647058823529413,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
            "buy_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
            "human_purchase_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
            "buy_card_route": "https://crisps.biz/buy-card/popchips-sour-cream-and-onion-crisps-5-x-17g/",
            "buy_card_url": "https://crisps.biz/buy-card/popchips-sour-cream-and-onion-crisps-5-x-17g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack-600x600.avif",
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                "role": "primary",
                "alt_text": "Popchips Sour Cream and Onion Crisps, 5 x 17g, front of pack, available at crisps.biz",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack.jpg.json",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 50925,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
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                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073622",
                    "attachment_id": 1073622,
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                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073622",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073621",
                "same_brand_products": [
                    {
                        "product_id": "1074392",
                        "name": "Popchips Sea Salt and Vinegar Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308500",
                        "sku": "CRISP-5060292308500",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074394",
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                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074388",
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                        "brand": "Popchips",
                        "gtin": "5060292308104",
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                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073672",
                        "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                        "brand": "Popchips",
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                        "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073619",
                        "name": "Popchips Barbeque Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134580",
                        "sku": "CRISP-5000237134580",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
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                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073621",
                    "product_name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                    "gtin": "5000237134603",
                    "brand": "Popchips",
                    "product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                    "sub_type": "Crisps, Herby and deli, Multipacks, Popped and baked, Potato crisps",
                    "variant_or_style": "popchips-sour-cream-and-onion-crisps-5-x-17g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "17",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "17.647058823529",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Popchips",
                    "brand_slugs": [
                        "popchips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073621",
                "product_json_route": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/.json",
                "product_markdown_route": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/.md",
                "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                "buy_card_route": "https://crisps.biz/buy-card/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                "citation_anchor": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073621",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-5-x-17g-5000237134603-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073622",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073621&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073621",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " popchips sour cream and onion crisps 5 x 17g popchips 5000237134603 crisp 5000237134603 default blend default crisps herby and deli multipacks popped and baked potato crisps 1073621 popchips sour cream and onion crisps 5 x 17g 5000237134603 popchips https crisps biz product popchips sour cream and onion crisps 5 x 17g crisps herby and deli multipacks popped and baked potato crisps popchips sour cream and onion crisps 5 x 17g no blend 17 3 17 647058823529 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 popchips popchips crisps deli flavour crisps crisp multipacks popped and baked crisps potato crisps default budget 0 0 6 8 ",
                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
        {
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                    "slug": "space-raiders",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/space-raiders/"
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            ],
            "categories": [
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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                    "slug": "popped-and-baked-crisps",
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                {
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                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/",
            "product_json_route": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/.json",
            "product_markdown_route": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/.md",
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            "regular_price_gbp": 2.75,
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                "serving_unit": null,
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                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/space-raiders-beef-snacks-6-x-13g/",
            "buy_url": "https://crisps.biz/buy/space-raiders-beef-snacks-6-x-13g/",
            "human_purchase_url": "https://crisps.biz/buy/space-raiders-beef-snacks-6-x-13g/",
            "buy_card_route": "https://crisps.biz/buy-card/space-raiders-beef-snacks-6-x-13g/",
            "buy_card_url": "https://crisps.biz/buy-card/space-raiders-beef-snacks-6-x-13g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
            "image": {
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                "alt_text": "Space Raiders Beef Snacks, 6 x 13g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073624",
                "attachment_id": 1073624,
                "relative_upload_path": "2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27656,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073624",
                    "attachment_id": 1073624,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073624",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2164,
                    "name": "Space Raiders",
                    "slug": "space-raiders",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/space-raiders/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073623",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073623",
                    "product_name": "Space Raiders Beef Snacks, 6 x 13g",
                    "gtin": "5000237135389",
                    "brand": "Space Raiders",
                    "product_url": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Popped and baked, Puffs, rings and shapes",
                    "variant_or_style": "space-raiders-beef-snacks-6-x-13g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "16.923076923077",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Space Raiders",
                    "brand_slugs": [
                        "space-raiders"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073623",
                "product_json_route": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/.json",
                "product_markdown_route": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/.md",
                "checkout_url": "https://crisps.biz/buy/space-raiders-beef-snacks-6-x-13g/",
                "buy_card_route": "https://crisps.biz/buy-card/space-raiders-beef-snacks-6-x-13g/",
                "citation_anchor": "https://crisps.biz/product/space-raiders-beef-snacks-6-x-13g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073623",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-space-raiders-beef-snacks-6-x-13g-5000237135389-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073624",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073623&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073623",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " space raiders beef snacks 6 x 13g space raiders 5000237135389 crisp 5000237135389 default blend default crisps meaty multipacks popped and baked puffs rings and shapes 1073623 space raiders beef snacks 6 x 13g 5000237135389 space raiders https crisps biz product space raiders beef snacks 6 x 13g crisps meaty multipacks popped and baked puffs rings and shapes space raiders beef snacks 6 x 13g no blend 13 2 2 16 923076923077 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 space raiders space raiders crisps meaty crisps crisp multipacks popped and baked crisps puffs rings and shapes default budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a056c234b42c23514476bb18ec3ddf5fbb59f20c1c91aa186938e7a5cbf08224"
            }
        },
        {
            "product_id": "1073626",
            "name": "McCoy's Thai Sweet Chicken Crisps, 6 x 25g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000237136591",
            "sku": "CRISP-5000237136591",
            "slug": "mccoys-thai-sweet-chicken-crisps-6-x-25g",
            "short_description": "Six 25g bags of McCoy's Thai Sweet Chicken, sweet and warmly spiced ridge cut crisps in lunchbox portions, 150g in all. The label gives 131 kcal and 0.33g of salt for each bag.The seasoning is built on sugar, fennel, aniseed, clove and a gentle chilli warmth, with garlic, onion and red pepper. There is no chicken on the list, no allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073626",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
                "weight_g": 25,
                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Thai Sweet Chicken Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073627",
                "attachment_id": 1073627,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43664,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073627",
                    "attachment_id": 1073627,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073627",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "fennel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "fennel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073626",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073626",
                    "product_name": "McCoy's Thai Sweet Chicken Crisps, 6 x 25g",
                    "gtin": "5000237136591",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Multipacks, Potato crisps",
                    "variant_or_style": "mccoys-thai-sweet-chicken-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "fennel",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "fennel"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073626",
                "product_json_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073626",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-6-x-25g-5000237136591-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073627",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073626&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073626",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s thai sweet chicken crisps 6 x 25g mccoy s 5000237136591 crisp 5000237136591 default blend fennel crinkle and ridge cut crisps meaty multipacks potato crisps 1073626 mccoy s thai sweet chicken crisps 6 x 25g 5000237136591 mccoy s https crisps biz product mccoys thai sweet chicken crisps 6 x 25g crinkle and ridge cut crisps meaty multipacks potato crisps mccoys thai sweet chicken crisps 6 x 25g no blend 25 3 2 12 8 mid fennel yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps meaty crisps crisp multipacks potato crisps fennel mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7791783d1e9933166d1721ed7f6fa4b83be13785da17194f4699e7391418ed4b"
            }
        },
        {
            "product_id": "1073629",
            "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Puffs, rings and shapes",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138328",
            "sku": "CRISP-5000237138328",
            "slug": "hula-hoops-big-hoops-bbq-beef-potato-rings-45g",
            "short_description": "A 45g grab bag of Hula Hoops Big Hoops Barbecue Beef: bigger potato rings made from dried potato and potato starch with sunflower oil and a barbecue beef flavour of rice flour, salt, yeast extract, sweet whey, onion, sugar, tomato and natural flavouring. The pack gives 228 kcal (953 kJ) and 0.77g of salt for the bag.There is no beef in them: the pack says they are suitable for vegetarians, with no MSG and no artificial colours or flavours.Milk is in the flavour, as sweet whey powder, and the allergy advice says they may contain cereals containing gluten. The bag is one serving.Allergens. Contains milk; may contain cereals containing gluten. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073629",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073630",
                "attachment_id": 1073630,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47173,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073630",
                    "attachment_id": 1073630,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073630",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073629",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_id": "1073629",
                    "product_name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                    "gtin": "5000237138328",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                    "sub_type": "Crisps, Meaty, Puffs, rings and shapes, Single bags",
                    "variant_or_style": "hula-hoops-big-hoops-bbq-beef-potato-rings-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "4.4444444444444",
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "puffs-rings-and-shapes",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
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                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073629",
                "product_json_route": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073629",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-bbq-beef-potato-rings-45g-5000237138328-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073630",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073629&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073629",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops big hoops bbq beef potato rings 45g hula hoops 5000237138328 crisp 5000237138328 default blend default crisps meaty puffs rings and shapes single bags 1073629 hula hoops big hoops bbq beef potato rings 45g 5000237138328 hula hoops https crisps biz product hula hoops big hoops bbq beef potato rings 45g crisps meaty puffs rings and shapes single bags hula hoops big hoops bbq beef potato rings 45g no blend 45 2 4 4444444444444 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops crisps meaty crisps puffs rings and shapes single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ff2a20626b59e244283f90873cc023ab89a4156b6dad3771c9c1e8a8d45ed421"
            }
        },
        {
            "product_id": "1073631",
            "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Crisps",
                "Puffs, rings and shapes",
                "Ready salted and sea salt",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138342",
            "sku": "CRISP-5000237138342",
            "slug": "hula-hoops-big-hoops-salted-potato-rings-45g",
            "short_description": "A 45g grab bag of Hula Hoops Big Hoops Salted: bigger potato rings made from four ingredients, dried potato and potato starch, sunflower oil, salt and potassium chloride. The pack gives 228 kcal (953 kJ) and 0.72g of salt for the bag.The pack says the rings are suitable for vegetarians, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten and milk. The bag is one serving.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073631",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Big Hoops Salted Potato Rings, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073632",
                "attachment_id": 1073632,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47124,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073632",
                    "attachment_id": 1073632,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073632",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073631",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073631",
                    "product_name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                    "gtin": "5000237138342",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                    "sub_type": "Crisps, Puffs, rings and shapes, Ready salted and sea salt, Single bags",
                    "variant_or_style": "hula-hoops-big-hoops-salted-potato-rings-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "ready-salted-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073631",
                "product_json_route": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-big-hoops-salted-potato-rings-45g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073631",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salted-potato-rings-45g-5000237138342-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073632",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073631&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073631",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops big hoops salted potato rings 45g hula hoops 5000237138342 crisp 5000237138342 default blend default crisps puffs rings and shapes ready salted and sea salt single bags 1073631 hula hoops big hoops salted potato rings 45g 5000237138342 hula hoops https crisps biz product hula hoops big hoops salted potato rings 45g crisps puffs rings and shapes ready salted and sea salt single bags hula hoops big hoops salted potato rings 45g no blend 45 2 4 4444444444444 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops crisps puffs rings and shapes ready salted crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d6e6a37de4da4fe02ccce4ad2630d0c088952d6657a3a79c8cdf6f5ca37e31cc"
            }
        },
        {
            "product_id": "1073633",
            "name": "Skips Prawn Cocktail Snacks, 35g",
            "brand": "Skips",
            "brand_entities": [
                {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                }
            ],
            "categories": [
                "Crisps",
                "Prawn cocktail and seafood",
                "Puffs, rings and shapes",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138366",
            "sku": "CRISP-5000237138366",
            "slug": "skips-prawn-cocktail-snacks-35g",
            "short_description": "A 35g grab bag of Skips Prawn Cocktail: light, melting snacks made from tapioca starch, sunflower oil and maize flour, with a prawn cocktail flavour of sugar, salt, natural flavouring, citric acid, onion, tomato, spirit vinegar extract and a touch of black pepper and clove. The pack gives 189 kcal (787 kJ) and 0.77g of salt for the bag.There is no prawn in them: the pack says they are suitable for vegetarians, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten, milk and soya.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
            "product_json_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/.json",
            "product_markdown_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073633",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.714285714285714,
                "weight_g": 35,
                "comparison_price_gbp": 5.714285714285714,
                "comparison_unit": "100g",
                "pack_label": "35g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5.714285714285714,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
            "buy_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
            "human_purchase_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
            "buy_card_route": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-35g/",
            "buy_card_url": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-35g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Skips Prawn Cocktail Snacks, 35g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073634",
                "attachment_id": 1073634,
                "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36895,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073634",
                    "attachment_id": 1073634,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073634",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073633",
                "same_brand_products": [
                    {
                        "product_id": "1073693",
                        "name": "Skips Salt and Vinegar Snacks, 6 x 13g",
                        "brand": "Skips",
                        "gtin": "5000237208267",
                        "sku": "CRISP-5000237208267",
                        "canonical_product_url": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073687",
                        "name": "Skips Prawn Cocktail Snacks, 90g",
                        "brand": "Skips",
                        "gtin": "5000237207956",
                        "sku": "CRISP-5000237207956",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073578",
                        "name": "Skips Prawn Cocktail Snacks, 6 x 13.1g",
                        "brand": "Skips",
                        "gtin": "5000237123850",
                        "sku": "CRISP-5000237123850",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073633",
                    "product_name": "Skips Prawn Cocktail Snacks, 35g",
                    "gtin": "5000237138366",
                    "brand": "Skips",
                    "product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
                    "sub_type": "Crisps, Prawn cocktail and seafood, Puffs, rings and shapes, Single bags",
                    "variant_or_style": "skips-prawn-cocktail-snacks-35g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "35",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "5.7142857142857",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Skips",
                    "brand_slugs": [
                        "skips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "prawn-cocktail-crisps",
                        "puffs-rings-and-shapes",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073633",
                "product_json_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/.json",
                "product_markdown_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/.md",
                "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
                "buy_card_route": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-35g/",
                "citation_anchor": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073633",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-35g-5000237138366-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073633&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073633",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "astringency",
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                    "sweetness",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                "tokens_sha256": "8428a934bc51c166dd58ba93e08ec25ae1488811703a331036daf7e95028b02b"
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        },
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                {
                    "term_id": 2159,
                    "name": "Nik Naks",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
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            ],
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                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
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            ],
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            "product_json_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/.md",
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                "price_source": "woocommerce_current_price",
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                "price_gbp": 2
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
            "human_purchase_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack-600x600.avif",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
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                    "avif": {
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                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073636",
                    "attachment_id": 1073636,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073636",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073635",
                "same_brand_products": [
                    {
                        "product_id": "1073689",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207970",
                        "sku": "CRISP-5000237207970",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073677",
                        "name": "Nik Naks Twisters Tangy 'n' Cheesy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207239",
                        "sku": "CRISP-5000237207239",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073674",
                        "name": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207215",
                        "sku": "CRISP-5000237207215",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073616",
                        "name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237133989",
                        "sku": "CRISP-5000237133989",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073610",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237131435",
                        "sku": "CRISP-5000237131435",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073635",
                    "product_name": "Nik Naks Nice 'n' Spicy Snacks, 45g",
                    "gtin": "5000237138380",
                    "brand": "Nik Naks",
                    "product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                    "sub_type": "Crisps, Hot and spicy, Puffs, rings and shapes, Single bags",
                    "variant_or_style": "nik-naks-nice-n-spicy-snacks-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nik Naks",
                    "brand_slugs": [
                        "nik-naks"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "puffs-rings-and-shapes",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073635",
                "product_json_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/.md",
                "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-45g/",
                "citation_anchor": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073635",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-45g-5000237138380-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073636",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073635&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073635",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nik naks nice n spicy snacks 45g nik naks 5000237138380 crisp 5000237138380 default blend default crisps hot and spicy puffs rings and shapes single bags 1073635 nik naks nice n spicy snacks 45g 5000237138380 nik naks https crisps biz product nik naks nice n spicy snacks 45g crisps hot and spicy puffs rings and shapes single bags nik naks nice n spicy snacks 45g no blend 45 2 4 4444444444444 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nik naks nik naks crisps spicy crisps puffs rings and shapes single bags default budget 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7473469a9466f0289327f8c79ff3c3d0e351ba96de61666f6012e2aa808dd999"
            }
        },
        {
            "product_id": "1073638",
            "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Crisps",
                "Puffs, rings and shapes",
                "Salt and vinegar",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138403",
            "sku": "CRISP-5000237138403",
            "slug": "hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g",
            "short_description": "A 45g grab bag of Hula Hoops Big Hoops Salt and Vinegar: bigger potato rings made from dried potato and potato starch with sunflower oil and a salt and vinegar flavour of natural flavouring, salt, citric acid, rice flour, dextrose, sugar and yeast extract. The listing gives 230 kcal (961 kJ) and 0.9g of salt for the bag.The listing says the rings are suitable for vegetarians, with no MSG and no artificial colours or flavours. There is no vinegar on the list: the tang comes from natural flavouring and citric acid.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten and milk.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073638",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073639",
                "attachment_id": 1073639,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 52617,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073639",
                    "attachment_id": 1073639,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073639",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073638",
                "same_brand_products": [
                    {
                        "product_id": "1073669",
                        "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237205723",
                        "sku": "CRISP-5000237205723",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073638",
                    "product_name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                    "gtin": "5000237138403",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                    "sub_type": "Crisps, Puffs, rings and shapes, Salt and vinegar, Single bags",
                    "variant_or_style": "hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073638",
                "product_json_route": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073638",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g-5000237138403-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073639",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073638&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073638",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops big hoops salt and vinegar potato rings 45g hula hoops 5000237138403 crisp 5000237138403 default blend default crisps puffs rings and shapes salt and vinegar single bags 1073638 hula hoops big hoops salt and vinegar potato rings 45g 5000237138403 hula hoops https crisps biz product hula hoops big hoops salt and vinegar potato rings 45g crisps puffs rings and shapes salt and vinegar single bags hula hoops big hoops salt and vinegar potato rings 45g no blend 45 2 4 4444444444444 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops crisps puffs rings and shapes salt and vinegar crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8b5f8acda7c5718b7a56eed33ba64d5210b49acea589c4ad14a8e4fec521bcf8"
            }
        },
        {
            "product_id": "1073640",
            "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138540",
            "sku": "CRISP-5000237138540",
            "slug": "mccoys-thai-sweet-chicken-crisps-45g",
            "short_description": "A 45g bag of McCoy's Thai Sweet Chicken, a sweet, gently spiced ridge cut crisp. The label gives 236 kcal and 0.59g of salt for the bag.The seasoning uses sugar, red chilli pepper, fennel, aniseed and clove, with garlic, onion, parsley, a chilli powder blend and red pepper. There is no chicken on the list, no allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073640",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-thai-sweet-chicken-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-thai-sweet-chicken-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Thai Sweet Chicken Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073641",
                "attachment_id": 1073641,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47448,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073641",
                    "attachment_id": 1073641,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073641",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "fennel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "fennel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073640",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138625",
                        "sku": "CRISP-5000237138625",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073640",
                    "product_name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                    "gtin": "5000237138540",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Potato crisps, Single bags",
                    "variant_or_style": "mccoys-thai-sweet-chicken-crisps-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "fennel",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "fennel"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073640",
                "product_json_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-thai-sweet-chicken-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073640",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-thai-sweet-chicken-crisps-45g-5000237138540-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073641",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073640&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073640",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s thai sweet chicken crisps 45g mccoy s 5000237138540 crisp 5000237138540 default blend fennel crinkle and ridge cut crisps meaty potato crisps single bags 1073640 mccoy s thai sweet chicken crisps 45g 5000237138540 mccoy s https crisps biz product mccoys thai sweet chicken crisps 45g crinkle and ridge cut crisps meaty potato crisps single bags mccoys thai sweet chicken crisps 45g no blend 45 2 4 4444444444444 budget fennel yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps meaty crisps potato crisps single bags fennel budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "fdafd00ea6e078d85f80ef2c6aa46e80c45d4a93857901a55722f0d6fff050d2"
            }
        },
        {
            "product_id": "1073642",
            "name": "McCoy's Cheddar and Onion Crisps, 45g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138601",
            "sku": "CRISP-5000237138601",
            "slug": "mccoys-cheddar-and-onion-crisps-45g",
            "short_description": "A 45g bag of McCoy's Cheddar and Onion, a thick, ridge cut crisp with a cheese and onion seasoning. The label gives 237 kcal and 0.44g of salt for the bag.The seasoning uses dried onion, yeast extract, whey, whole milk and cheese, with a little rubbed parsley and onion extract, on potatoes cooked in sunflower oil. The pack says the crisps are suitable for vegetarians; milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073642",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-cheddar-and-onion-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-cheddar-and-onion-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Cheddar and Onion Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073643",
                "attachment_id": 1073643,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42809,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073643",
                    "attachment_id": 1073643,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-cheddar-and-onion-crisps-45g-5000237138601-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073643",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073642",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
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                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
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                        "ingredient_family": "default",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
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                        }
                    },
                    {
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                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
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                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
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                        "ingredient_family": "default",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                            "note": null,
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                    },
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "mouthfeel",
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                    "occasion_pairings",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "notes": "derived_runtime"
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                    "linked_wiki_topic_count": 0,
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                }
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
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                "linked_wiki_topics": []
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                    "servings_per_pack",
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                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
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                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s cheddar and onion crisps 45g mccoy s 5000237138601 crisp 5000237138601 default blend default cheese and onion crinkle and ridge cut crisps potato crisps single bags 1073642 mccoy s cheddar and onion crisps 45g 5000237138601 mccoy s https crisps biz product mccoys cheddar and onion crisps 45g cheese and onion crinkle and ridge cut crisps potato crisps single bags mccoys cheddar and onion crisps 45g no blend 45 2 4 4444444444444 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys cheese and onion crisps crinkle cut crisps crisps potato crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f30c7d56ddd2dfa45cf23d401a54fbc0be4b69c922c00b835a5736dae6031fe6"
            }
        },
        {
            "product_id": "1073644",
            "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138625",
            "sku": "CRISP-5000237138625",
            "slug": "mccoys-salt-and-malt-vinegar-crisps-45g",
            "short_description": "A 45g bag of McCoy's Salt and Malt Vinegar, the sharpest and saltiest McCoy's, on a thick ridge cut crisp. The label gives 238 kcal and 0.95g of salt for the bag.The seasoning uses salt, flavouring, sugar, citric acid and dried barley malt vinegar extract, so the crisps contain gluten. Salt is high on the front of pack scale at 2.1g per 100g. The pack says they are suitable for vegetarians.Allergens. Contains cereals containing gluten; may contain milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073644",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Salt and Malt Vinegar Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073645",
                "attachment_id": 1073645,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45501,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073645",
                    "attachment_id": 1073645,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073645",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073644",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_id": "1073644",
                    "product_name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                    "gtin": "5000237138625",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
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                    "variant_or_style": "mccoys-salt-and-malt-vinegar-crisps-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "4.4444444444444",
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073644",
                "product_json_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073644",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-45g-5000237138625-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073645",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073644&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073644",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "827a934eecc0360128df907dcd307696042e8fab0f3c570903d02e502370fe24"
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        },
        {
            "product_id": "1073646",
            "name": "McCoy's Flame Grilled Steak Crisps, 45g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138700",
            "sku": "CRISP-5000237138700",
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            "short_description": "A 45g bag of McCoy's Flame Grilled Steak, the savoury ridge cut crisp for one. The label gives 236 kcal and 0.68g of salt for the bag.No meat is listed: the steak taste comes from onion, yeast extract, flavouring and the flavour enhancers monosodium glutamate and disodium guanylate, carried on lactose. The pack says the crisps are suitable for vegetarians; milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073646",
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            "regular_price_gbp": 2.5,
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            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Flame Grilled Steak Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073647",
                "attachment_id": 1073647,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43085,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073647",
                    "attachment_id": 1073647,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073647",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073646",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138625",
                        "sku": "CRISP-5000237138625",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073646",
                    "product_name": "McCoy's Flame Grilled Steak Crisps, 45g",
                    "gtin": "5000237138700",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Potato crisps, Single bags",
                    "variant_or_style": "mccoys-flame-grilled-steak-crisps-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073646",
                "product_json_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073646",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-45g-5000237138700-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073647",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073646&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073646",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s flame grilled steak crisps 45g mccoy s 5000237138700 crisp 5000237138700 default blend default crinkle and ridge cut crisps meaty potato crisps single bags 1073646 mccoy s flame grilled steak crisps 45g 5000237138700 mccoy s https crisps biz product mccoys flame grilled steak crisps 45g crinkle and ridge cut crisps meaty potato crisps single bags mccoys flame grilled steak crisps 45g no blend 45 2 4 4444444444444 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps meaty crisps potato crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "61603643ac0da7a8e919d22addab1f9fe342b9b322914e11862907416248e0af"
            }
        },
        {
            "product_id": "1073648",
            "name": "Discos Salt and Vinegar Crisps, 50g",
            "brand": "Discos",
            "brand_entities": [
                {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                }
            ],
            "categories": [
                "Crisps",
                "Puffs, rings and shapes",
                "Salt and vinegar",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237138809",
            "sku": "CRISP-5000237138809",
            "slug": "discos-salt-and-vinegar-crisps-50g",
            "short_description": "A 50g grab bag of Discos Salt and Vinegar: disc shaped snacks made from wheat starch, dried potato and wheat flour, fried in sunflower oil, with a salt and vinegar seasoning of natural flavouring, salt, potassium chloride, citric and malic acid and dried barley malt vinegar extract. The pack gives 261 kcal (1091 kJ) and 0.85g of salt for the bag.The pack says there is no MSG and no artificial colours or flavours, and that the snacks are suitable for vegetarians.Wheat and barley are on the list, and the allergy advice says the snacks may contain milk. The bag is one serving.Allergens. Contains cereals containing gluten; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
            "product_json_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/.json",
            "product_markdown_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073648",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4,
                "weight_g": 50,
                "comparison_price_gbp": 4,
                "comparison_unit": "100g",
                "pack_label": "50g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
            "buy_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
            "human_purchase_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
            "buy_card_route": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-50g/",
            "buy_card_url": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-50g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Discos Salt and Vinegar Crisps, 50g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073649",
                "attachment_id": 1073649,
                "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47872,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073649",
                    "attachment_id": 1073649,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073649",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073648",
                "same_brand_products": [
                    {
                        "product_id": "1073691",
                        "name": "Discos Salt and Vinegar Crisps, 105g",
                        "brand": "Discos",
                        "gtin": "5000237208045",
                        "sku": "CRISP-5000237208045",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073653",
                        "name": "Discos Salt and Vinegar Crisps, 6 Pack",
                        "brand": "Discos",
                        "gtin": "5000237204207",
                        "sku": "CRISP-5000237204207",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073584",
                        "name": "Discos Variety Crisps, 6 x 25.5g",
                        "brand": "Discos",
                        "gtin": "5000237128138",
                        "sku": "CRISP-5000237128138",
                        "canonical_product_url": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
                        "checkout_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073648",
                    "product_name": "Discos Salt and Vinegar Crisps, 50g",
                    "gtin": "5000237138809",
                    "brand": "Discos",
                    "product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
                    "sub_type": "Crisps, Puffs, rings and shapes, Salt and vinegar, Single bags",
                    "variant_or_style": "discos-salt-and-vinegar-crisps-50g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "50",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Discos",
                    "brand_slugs": [
                        "discos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073648",
                "product_json_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/.json",
                "product_markdown_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/.md",
                "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
                "buy_card_route": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-50g/",
                "citation_anchor": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073648",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-50g-5000237138809-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073649",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073648&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073648",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " discos salt and vinegar crisps 50g discos 5000237138809 crisp 5000237138809 default blend default crisps puffs rings and shapes salt and vinegar single bags 1073648 discos salt and vinegar crisps 50g 5000237138809 discos https crisps biz product discos salt and vinegar crisps 50g crisps puffs rings and shapes salt and vinegar single bags discos salt and vinegar crisps 50g no blend 50 2 4 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 discos discos crisps puffs rings and shapes salt and vinegar crisps single bags default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "957f94c9dd250076f7535e186072df06efe0a5ac59e47f53ff2179e17d9ec980"
            }
        },
        {
            "product_id": "1073650",
            "name": "Roysters T-Bone Steak Bubbled Chips, 6 x 21g",
            "brand": "Roysters",
            "brand_entities": [
                {
                    "term_id": 2165,
                    "name": "Roysters",
                    "slug": "roysters",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/roysters/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000237139776",
            "sku": "CRISP-5000237139776",
            "slug": "roysters-t-bone-steak-bubbled-chips-6-x-21g",
            "short_description": "A six bag multipack of Roysters T-Bone Steak Bubbled Chips, 21g each: bubbled potato chips made from dried potato, sunflower oil, rice flour, wheat starch and wheat flour, with a T-bone steak flavour of yeast extract, black pepper, onion and garlic. There is no beef on the list. The pack gives 113 kcal and 0.34g of salt for each bag.The pack says the chips are suitable for vegetarians, with no MSG and no artificial colours or flavours.Wheat is in the recipe, and the allergy advice says the chips may contain milk.Allergens. Contains cereals containing gluten; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "product_json_route": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/.json",
            "product_markdown_route": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073650",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 11.428571428571429,
                "weight_g": 21,
                "comparison_price_gbp": 11.428571428571429,
                "comparison_unit": "100g",
                "pack_label": "21g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 11.428571428571429,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "buy_url": "https://crisps.biz/buy/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "human_purchase_url": "https://crisps.biz/buy/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "buy_card_route": "https://crisps.biz/buy-card/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "buy_card_url": "https://crisps.biz/buy-card/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073651",
                "attachment_id": 1073651,
                "relative_upload_path": "2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 28444,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073651",
                    "attachment_id": 1073651,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073651",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2165,
                    "name": "Roysters",
                    "slug": "roysters",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/roysters/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073650",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073650",
                    "product_name": "Roysters T-Bone Steak Bubbled Chips, 6 x 21g",
                    "gtin": "5000237139776",
                    "brand": "Roysters",
                    "product_url": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "roysters-t-bone-steak-bubbled-chips-6-x-21g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "21",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "11.428571428571",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Roysters",
                    "brand_slugs": [
                        "roysters"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073650",
                "product_json_route": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/.json",
                "product_markdown_route": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/.md",
                "checkout_url": "https://crisps.biz/buy/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
                "buy_card_route": "https://crisps.biz/buy-card/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
                "citation_anchor": "https://crisps.biz/product/roysters-t-bone-steak-bubbled-chips-6-x-21g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073650",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-roysters-t-bone-steak-bubbled-chips-6-x-21g-5000237139776-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073651",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073650&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073650",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " roysters t bone steak bubbled chips 6 x 21g roysters 5000237139776 crisp 5000237139776 default blend default crisps meaty multipacks puffs rings and shapes 1073650 roysters t bone steak bubbled chips 6 x 21g 5000237139776 roysters https crisps biz product roysters t bone steak bubbled chips 6 x 21g crisps meaty multipacks puffs rings and shapes roysters t bone steak bubbled chips 6 x 21g no blend 21 2 4 11 428571428571 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 roysters roysters crisps meaty crisps crisp multipacks puffs rings and shapes default budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "744fb95f03076736a0da2df7158c46fa99739695d748cc40aa9a2d760d3be506"
            }
        },
        {
            "product_id": "1073653",
            "name": "Discos Salt and Vinegar Crisps, 6 Pack",
            "brand": "Discos",
            "brand_entities": [
                {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5000237204207",
            "sku": "CRISP-5000237204207",
            "slug": "discos-salt-and-vinegar-crisps-6-pack",
            "short_description": "Six 25.5g bags of Discos Salt and Vinegar: disc shaped snacks made from wheat starch, dried potato and wheat flour, fried in sunflower oil, with a salt and vinegar seasoning of natural flavouring, salt, potassium chloride, citric and malic acid and dried barley malt vinegar extract. Each bag gives 133 kcal (556 kJ) and 0.43g of salt.Wheat and barley are on the list, so the snacks are not suitable for anyone avoiding gluten.The listing for this barcode carries no allergy advice and no diet statements, so read the pack before sharing.Allergens. Contains cereals containing gluten. The published listing for this pack does not carry its may contain advice, so read the pack before serving anyone with an allergy. The same recipe in the 50g pack of Discos Salt and Vinegar Crisps says it may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
            "product_json_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/.json",
            "product_markdown_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073653",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "not_applicable",
                "price_per_100g_gbp": null,
                "weight_g": null,
                "comparison_price_gbp": null,
                "comparison_unit": null,
                "pack_label": "See the product pack",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": null,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
            "buy_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
            "human_purchase_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
            "buy_card_route": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-6-pack/",
            "buy_card_url": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-6-pack/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Discos Salt and Vinegar Crisps, 6 Pack, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073654",
                "attachment_id": 1073654,
                "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37130,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073654",
                    "attachment_id": 1073654,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073654",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073653",
                "same_brand_products": [
                    {
                        "product_id": "1073691",
                        "name": "Discos Salt and Vinegar Crisps, 105g",
                        "brand": "Discos",
                        "gtin": "5000237208045",
                        "sku": "CRISP-5000237208045",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073648",
                        "name": "Discos Salt and Vinegar Crisps, 50g",
                        "brand": "Discos",
                        "gtin": "5000237138809",
                        "sku": "CRISP-5000237138809",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073584",
                        "name": "Discos Variety Crisps, 6 x 25.5g",
                        "brand": "Discos",
                        "gtin": "5000237128138",
                        "sku": "CRISP-5000237128138",
                        "canonical_product_url": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
                        "checkout_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 56,
                "missing_fields": [
                    "region",
                    "weight_g",
                    "servings_per_pack",
                    "packaging_type",
                    "price_per_100g_gbp",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073653",
                    "product_name": "Discos Salt and Vinegar Crisps, 6 Pack",
                    "gtin": "5000237204207",
                    "brand": "Discos",
                    "product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Salt and vinegar",
                    "variant_or_style": "discos-salt-and-vinegar-crisps-6-pack",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": null,
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": null,
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "missing_pending_catalogue_csv",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Discos",
                    "brand_slugs": [
                        "discos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073653",
                "product_json_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/.json",
                "product_markdown_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/.md",
                "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
                "buy_card_route": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-6-pack/",
                "citation_anchor": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073653",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-6-pack-5000237204207-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073654",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073653&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073653",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 56,
                "catalogue_missing_fields": [
                    "region",
                    "weight_g",
                    "servings_per_pack",
                    "packaging_type",
                    "price_per_100g_gbp",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " discos salt and vinegar crisps 6 pack discos 5000237204207 crisp 5000237204207 default blend default crisps multipacks puffs rings and shapes salt and vinegar 1073653 discos salt and vinegar crisps 6 pack 5000237204207 discos https crisps biz product discos salt and vinegar crisps 6 pack crisps multipacks puffs rings and shapes salt and vinegar discos salt and vinegar crisps 6 pack no blend 2 4 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 discos discos crisps crisp multipacks puffs rings and shapes salt and vinegar crisps default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d8463a91a5d0e12af01a00cbef0172a56a947c50b86182ad30e002fd10aeab8c"
            }
        },
        {
            "product_id": "1073655",
            "name": "Tyrrells Truffle and Sea Salt Crisps, 135g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237204474",
            "sku": "CRISP-5000237204474",
            "slug": "tyrrells-truffle-and-sea-salt-crisps-135g",
            "short_description": "A 135g sharing bag of Tyrrells Truffle and Sea Salt, hand cooked English crisps with a truffle flavour seasoning of natural flavourings, garlic, yeast extract, black pepper and summer truffle powder. The label suggests four to five servings and gives 509 kcal and 0.61g of salt per 100g, the lowest salt figure of the Tyrrells bags we stock.The list names natural flavourings ahead of the summer truffle powder, which comes last. It suits a drinks table, with a glass of fizz or a board of cured meats and cheese.No allergens are highlighted in the ingredients, but the allergy advice says it may contain milk. The pack says the crisps are suitable for vegetarians and carries a gluten free claim, and the brand states it uses no artificial flavours or colours.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073655",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6666666666666665,
                "weight_g": 135,
                "comparison_price_gbp": 2.6666666666666665,
                "comparison_unit": "100g",
                "pack_label": "135g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.6666666666666665,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Truffle and Sea Salt Crisps, 135g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073656",
                "attachment_id": 1073656,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43000,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073656",
                    "attachment_id": 1073656,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073656",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073655",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073655",
                    "product_name": "Tyrrells Truffle and Sea Salt Crisps, 135g",
                    "gtin": "5000237204474",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/",
                    "sub_type": "Crisps, Hand cooked crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "tyrrells-truffle-and-sea-salt-crisps-135g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "135",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073655",
                "product_json_route": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-truffle-and-sea-salt-crisps-135g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-truffle-and-sea-salt-crisps-135g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-truffle-and-sea-salt-crisps-135g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073655",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-truffle-and-sea-salt-crisps-135g-5000237204474-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073656",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073655&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073655",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
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            ],
            "categories": [
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                "Crisps",
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                {
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                    "slug": "cheesy-crisps",
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                },
                {
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
            "product_json_route": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/.json",
            "product_markdown_route": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/.md",
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                "price_source": "woocommerce_current_price",
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                "price_gbp": 3
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/pom-bear-cheese-snacks-6-x-13g/",
            "human_purchase_url": "https://crisps.biz/buy/pom-bear-cheese-snacks-6-x-13g/",
            "buy_card_route": "https://crisps.biz/buy-card/pom-bear-cheese-snacks-6-x-13g/",
            "buy_card_url": "https://crisps.biz/buy-card/pom-bear-cheese-snacks-6-x-13g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-cheese-snacks-6-x-13g-5000237204795-front-of-pack.jpg.json",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
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                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073658",
                    "attachment_id": 1073658,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-cheese-snacks-6-x-13g-5000237204795-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pom-bear-cheese-snacks-6-x-13g-5000237204795-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073658",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2157,
                    "name": "Pom-Bear",
                    "slug": "pom-bear",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pom-bear/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073657",
                "same_brand_products": [
                    {
                        "product_id": "1073604",
                        "name": "Pom-Bear Original Snacks, 6 x 13g",
                        "brand": "Pom-Bear",
                        "gtin": "5000237130612",
                        "sku": "CRISP-5000237130612",
                        "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-6-x-13g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073607",
                        "name": "Pom-Bear Original Snacks, 12 x 13g",
                        "brand": "Pom-Bear",
                        "gtin": "5000237130674",
                        "sku": "CRISP-5000237130674",
                        "canonical_product_url": "https://crisps.biz/product/pom-bear-original-snacks-12-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/pom-bear-original-snacks-12-x-13g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073657",
                    "product_name": "Pom-Bear Cheese Snacks, 6 x 13g",
                    "gtin": "5000237204795",
                    "brand": "Pom-Bear",
                    "product_url": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "pom-bear-cheese-snacks-6-x-13g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "23.076923076923",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pom-Bear",
                    "brand_slugs": [
                        "pom-bear"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073657",
                "product_json_route": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/.json",
                "product_markdown_route": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/.md",
                "checkout_url": "https://crisps.biz/buy/pom-bear-cheese-snacks-6-x-13g/",
                "buy_card_route": "https://crisps.biz/buy-card/pom-bear-cheese-snacks-6-x-13g/",
                "citation_anchor": "https://crisps.biz/product/pom-bear-cheese-snacks-6-x-13g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073657",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pom-bear-cheese-snacks-6-x-13g-5000237204795-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073658",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073657&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073657",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pom bear cheese snacks 6 x 13g pom bear 5000237204795 crisp 5000237204795 default blend default cheesy crisps multipacks puffs rings and shapes 1073657 pom bear cheese snacks 6 x 13g 5000237204795 pom bear https crisps biz product pom bear cheese snacks 6 x 13g cheesy crisps multipacks puffs rings and shapes pom bear cheese snacks 6 x 13g no blend 13 3 23 076923076923 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pom bear pom bear cheesy crisps crisps crisp multipacks puffs rings and shapes default budget 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b0f7c56647b232c01c6975ec07edfac76e39f90b620762913a639bc163619e0c"
            }
        },
        {
            "product_id": "1073662",
            "name": "Tyrrells Roasted Chicken and Sage Crisps, 150g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Meaty",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237205044",
            "sku": "CRISP-5000237205044",
            "slug": "tyrrells-roasted-chicken-and-sage-crisps-150g",
            "short_description": "A 150g sharing bag of Tyrrells Roasted Chicken and Sage, hand cooked English crisps seasoned with cooked chicken powder, dried sage and parsley, onion, garlic and black pepper. The label suggests five 30g servings, at 151 kcal and 0.36g of salt each.This one contains real chicken, so it is not suitable for vegetarians. No allergens are highlighted in the ingredients, but the allergy advice says it may contain milk. The pack carries a gluten free claim, and the brand states it uses no artificial flavours or colours.Sage leads the herbs, backed by a sage extract, for the taste of a roast chicken with stuffing. The pack names KP Snacks Limited as the maker, and the listing gives England as the country of origin.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073662",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 150,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Roasted Chicken and Sage Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073663",
                "attachment_id": 1073663,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39029,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073663",
                    "attachment_id": 1073663,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073663",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073662",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040483",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_url": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/",
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                    "variant_or_style": "tyrrells-roasted-chicken-and-sage-crisps-150g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "meaty-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073662",
                "product_json_route": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-roasted-chicken-and-sage-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-roasted-chicken-and-sage-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-roasted-chicken-and-sage-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073662",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-roasted-chicken-and-sage-crisps-150g-5000237205044-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073663",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073662&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073662",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells roasted chicken and sage crisps 150g tyrrells 5000237205044 crisp 5000237205044 default blend default crisps hand cooked crisps meaty sharing bags 1073662 tyrrells roasted chicken and sage crisps 150g 5000237205044 tyrrells https crisps biz product tyrrells roasted chicken and sage crisps 150g crisps hand cooked crisps meaty sharing bags tyrrells roasted chicken and sage crisps 150g no blend 150 3 6 2 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crisps hand cooked crisps meaty crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "dd5924c584a2dad2bdfe9d0c81728464b155a3d0754b4a474879b1a523ff5abf"
            }
        },
        {
            "product_id": "1073664",
            "name": "Tyrrells Furrows Beef Brisket and Black Peppercorn Crisps, 150g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Hand cooked crisps",
                "Meaty",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237205433",
            "sku": "CRISP-5000237205433",
            "slug": "tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g",
            "short_description": "A 150g sharing bag of Tyrrells Furrows Beef Brisket and Black Peppercorn: deep ridged, hand cooked English crisps fried in sunflower oil, with a beef brisket seasoning of yeast extract, onion, garlic, caramelised sugar and smoked salt, and black pepper twice over. The label gives 151 kcal and 0.36g of salt for a 30g serving.There is no beef on the list: the pack says the crisps are suitable for vegetarians, gluten free, with no MSG and no artificial colours or flavours.The allergy advice says they may contain milk.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073664",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 150,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Furrows Beef Brisket and Black Peppercorn Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073665",
                "attachment_id": 1073665,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42925,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073665",
                    "attachment_id": 1073665,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g-5000237205433-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073665",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-furrows-beef-brisket-and-black-peppercorn-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "caramel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "caramel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073664",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
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                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
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                        "currency": "GBP",
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                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
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                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
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                    },
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                        "brand": "Tyrrells",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
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                            "note": null,
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                        }
                    }
                ],
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
                    {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "occasion_pairings",
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                    "linked_wiki_topic_count": 0,
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073664",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells furrows beef brisket and black peppercorn crisps 150g tyrrells 5000237205433 crisp 5000237205433 default blend caramel crinkle and ridge cut crisps hand cooked crisps meaty sharing bags 1073664 tyrrells furrows beef brisket and black peppercorn crisps 150g 5000237205433 tyrrells https crisps biz product tyrrells furrows beef brisket and black peppercorn crisps 150g crinkle and ridge cut crisps hand cooked crisps meaty sharing bags tyrrells furrows beef brisket and black peppercorn crisps 150g no blend 150 3 6 2 4 mid caramel yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crinkle cut crisps crisps hand cooked crisps meaty crisps sharing bags caramel mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4d46f219bc2bf9d7946d97d462219d2d5589650a0cf2514bd98e2a90dcfc8860"
            }
        },
        {
            "product_id": "1073667",
            "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Hot and spicy",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000237205600",
            "sku": "CRISP-5000237205600",
            "slug": "mccoys-hot-n-spicy-crisps-45g",
            "short_description": "A 45g bag of McCoy's Hot 'n' Spicy, thick ridge cut crisps with a seasoning of paprika, cayenne pepper and cumin. The label gives 238 kcal and 0.5g of salt for the bag.Cayenne pepper, a chilli, is on the list, so this crisp has real heat. No allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073667",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-hot-n-spicy-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-hot-n-spicy-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Hot 'n' Spicy Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073668",
                "attachment_id": 1073668,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 56789,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073668",
                    "attachment_id": 1073668,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073668",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073667",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138625",
                        "sku": "CRISP-5000237138625",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "country_of_origin": "blend",
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                    "kosher": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
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                    "focus_friendly": "",
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                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "spicy-crisps",
                        "potato-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073667",
                "product_json_route": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-hot-n-spicy-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073667",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-n-spicy-crisps-45g-5000237205600-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073668",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073667&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073667",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s hot n spicy crisps 45g mccoy s 5000237205600 crisp 5000237205600 default blend default crinkle and ridge cut crisps hot and spicy potato crisps single bags 1073667 mccoy s hot n spicy crisps 45g 5000237205600 mccoy s https crisps biz product mccoys hot n spicy crisps 45g crinkle and ridge cut crisps hot and spicy potato crisps single bags mccoys hot n spicy crisps 45g no blend 45 2 4 4444444444444 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps spicy crisps potato crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "632995f73d0c213d83127c414d43a080ffba0dcaa7d19c561c4d7b1008412963"
            }
        },
        {
            "product_id": "1073669",
            "name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
            "brand": "Hula Hoops",
            "brand_entities": [
                {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000237205723",
            "sku": "CRISP-5000237205723",
            "slug": "hula-hoops-smoky-bacon-potato-rings-6-x-24g",
            "short_description": "Six 24g bags of Hula Hoops Smoky Bacon, 144g in all: potato rings made from potato starch and dried potato, with rice and maize flour, seasoned with a smoky bacon flavour of yeast extract, smoked dextrose, onion and garlic. The label gives 495 kcal and 1.5g of salt per 100g.There is no bacon in it: the smoke comes from smoked dextrose, a sugar exposed to wood smoke, and the savour from yeast extract. No allergens are highlighted in the ingredients, but the allergy advice says the rings may contain cereals containing gluten and milk. The pack says they are suitable for vegetarians and states no artificial flavours or colours and no MSG.The published listing gives figures per 100g; worked out for a 24g bag, that is 0.36g of salt.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "product_json_route": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073669",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.333333333333334,
                "weight_g": 24,
                "comparison_price_gbp": 13.333333333333334,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 13.333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "buy_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073670",
                "attachment_id": 1073670,
                "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38377,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073670",
                    "attachment_id": 1073670,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073670",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2146,
                    "name": "Hula Hoops",
                    "slug": "hula-hoops",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hula-hoops/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073669",
                "same_brand_products": [
                    {
                        "product_id": "1073638",
                        "name": "Hula Hoops Big Hoops Salt and Vinegar Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138403",
                        "sku": "CRISP-5000237138403",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salt-and-vinegar-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073629",
                        "name": "Hula Hoops Big Hoops BBQ Beef Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138328",
                        "sku": "CRISP-5000237138328",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-bbq-beef-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073631",
                        "name": "Hula Hoops Big Hoops Salted Potato Rings, 45g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237138342",
                        "sku": "CRISP-5000237138342",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-big-hoops-salted-potato-rings-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073593",
                        "name": "Hula Hoops Original Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128978",
                        "sku": "CRISP-5000237128978",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-original-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-original-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073590",
                        "name": "Hula Hoops Variety Potato Rings, 12 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237128954",
                        "sku": "CRISP-5000237128954",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-12-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-12-x-24g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073576",
                        "name": "Hula Hoops Variety Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117583",
                        "sku": "CRISP-5000237117583",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-variety-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-variety-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073570",
                        "name": "Hula Hoops Salt and Vinegar Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117484",
                        "sku": "CRISP-5000237117484",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-salt-and-vinegar-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073573",
                        "name": "Hula Hoops Cheese and Onion Potato Rings, 6 x 24g",
                        "brand": "Hula Hoops",
                        "gtin": "5000237117507",
                        "sku": "CRISP-5000237117507",
                        "canonical_product_url": "https://crisps.biz/product/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "checkout_url": "https://crisps.biz/buy/hula-hoops-cheese-and-onion-potato-rings-6-x-24g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073669",
                    "product_name": "Hula Hoops Smoky Bacon Potato Rings, 6 x 24g",
                    "gtin": "5000237205723",
                    "brand": "Hula Hoops",
                    "product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "hula-hoops-smoky-bacon-potato-rings-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "13.333333333333",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hula Hoops",
                    "brand_slugs": [
                        "hula-hoops"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073669",
                "product_json_route": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/hula-hoops-smoky-bacon-potato-rings-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073669",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hula-hoops-smoky-bacon-potato-rings-6-x-24g-5000237205723-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073670",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073669&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073669",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hula hoops smoky bacon potato rings 6 x 24g hula hoops 5000237205723 crisp 5000237205723 default blend default crisps meaty multipacks puffs rings and shapes 1073669 hula hoops smoky bacon potato rings 6 x 24g 5000237205723 hula hoops https crisps biz product hula hoops smoky bacon potato rings 6 x 24g crisps meaty multipacks puffs rings and shapes hula hoops smoky bacon potato rings 6 x 24g no blend 24 3 2 13 333333333333 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hula hoops hula hoops crisps meaty crisps crisp multipacks puffs rings and shapes default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "81173b216fb0f139019c988cb3e0f6c89c0ca722b1b726ae53f20ab2d52bdf51"
            }
        },
        {
            "product_id": "1073672",
            "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
            "brand": "Popchips",
            "brand_entities": [
                {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Popped and baked",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
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                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
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                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
            "product_json_route": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/.json",
            "product_markdown_route": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073672",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 17.647058823529413,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
            "buy_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
            "human_purchase_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
            "buy_card_route": "https://crisps.biz/buy-card/popchips-chargrilled-steak-crisps-5-x-17g/",
            "buy_card_url": "https://crisps.biz/buy-card/popchips-chargrilled-steak-crisps-5-x-17g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073673",
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                "relative_upload_path": "2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49455,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073673",
                    "attachment_id": 1073673,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073673",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
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                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073672",
                "same_brand_products": [
                    {
                        "product_id": "1074392",
                        "name": "Popchips Sea Salt and Vinegar Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308500",
                        "sku": "CRISP-5060292308500",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074394",
                        "name": "Popchips Sour Cream and Onion Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308708",
                        "sku": "CRISP-5060292308708",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074388",
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                        "brand": "Popchips",
                        "gtin": "5060292308104",
                        "sku": "CRISP-5060292308104",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074390",
                        "name": "Popchips Barbeque Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308203",
                        "sku": "CRISP-5060292308203",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073619",
                        "name": "Popchips Barbeque Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134580",
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                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073621",
                        "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134603",
                        "sku": "CRISP-5000237134603",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073672",
                    "product_name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                    "gtin": "5000237207154",
                    "brand": "Popchips",
                    "product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Popped and baked, Potato crisps",
                    "variant_or_style": "popchips-chargrilled-steak-crisps-5-x-17g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "17",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "17.647058823529",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Popchips",
                    "brand_slugs": [
                        "popchips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073672",
                "product_json_route": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/.json",
                "product_markdown_route": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/.md",
                "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                "buy_card_route": "https://crisps.biz/buy-card/popchips-chargrilled-steak-crisps-5-x-17g/",
                "citation_anchor": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073672",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-chargrilled-steak-crisps-5-x-17g-5000237207154-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073673",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073672&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073672",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "83fde0a0e46af88db6878c599b7ba63c1fc97cb62bf2b6e68bf8b35a968c1486"
            }
        },
        {
            "product_id": "1073674",
            "name": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g",
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            "brand_entities": [
                {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "slug": "nik-naks-twisters-nice-n-spicy-snacks-130g",
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            "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "product_json_route": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073674",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6153846153846154,
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                "comparison_price_gbp": 2.6153846153846154,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.6153846153846154,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "buy_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "human_purchase_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073675",
                "attachment_id": 1073675,
                "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 48487,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073675",
                    "attachment_id": 1073675,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-twisters-nice-n-spicy-snacks-130g-5000237207215-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073675",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "fennel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "fennel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073674",
                "same_brand_products": [
                    {
                        "product_id": "1073689",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207970",
                        "sku": "CRISP-5000237207970",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073677",
                        "name": "Nik Naks Twisters Tangy 'n' Cheesy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207239",
                        "sku": "CRISP-5000237207239",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073635",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 45g",
                        "brand": "Nik Naks",
                        "gtin": "5000237138380",
                        "sku": "CRISP-5000237138380",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073616",
                        "name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237133989",
                        "sku": "CRISP-5000237133989",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073610",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237131435",
                        "sku": "CRISP-5000237131435",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                "fields": {
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                    "gtin": "5000237207215",
                    "brand": "Nik Naks",
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                    "variant_or_style": "nik-naks-twisters-nice-n-spicy-snacks-130g",
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                    "country_of_origin": "blend",
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                    "servings_per_pack": null,
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                    "fairtrade": "",
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                    "kosher": "",
                    "vegan": "",
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                    "mouthfeel": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "weight_g": "derived_runtime",
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                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Nik Naks",
                    "brand_slugs": [
                        "nik-naks"
                    ],
                    "category_slugs": [
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                        "spicy-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
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                    "flavour_notes": [
                        "fennel"
                    ],
                    "intensity": "",
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                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
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                    "same_category_count": 8
                }
            },
            "resource_links": {
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073674",
                "product_json_route": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/.md",
                "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                "citation_anchor": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073674",
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "llm_feeds": {
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                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "product_truth_endpoint",
                    "buy_card_route",
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                    "canonical_image_url",
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                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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                "rating_scale": "0-5",
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
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            },
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
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                    "citation_anchor",
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                    "webp": {
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                    "avif": {
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                            "jsonld": false,
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                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
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                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
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                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073677",
                "same_brand_products": [
                    {
                        "product_id": "1073689",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207970",
                        "sku": "CRISP-5000237207970",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073674",
                        "name": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207215",
                        "sku": "CRISP-5000237207215",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073635",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 45g",
                        "brand": "Nik Naks",
                        "gtin": "5000237138380",
                        "sku": "CRISP-5000237138380",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073616",
                        "name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237133989",
                        "sku": "CRISP-5000237133989",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073610",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237131435",
                        "sku": "CRISP-5000237131435",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073677",
                    "product_name": "Nik Naks Twisters Tangy 'n' Cheesy Snacks, 130g",
                    "gtin": "5000237207239",
                    "brand": "Nik Naks",
                    "product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                    "sub_type": "Cheesy, Crisps, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "nik-naks-twisters-tangy-n-cheesy-snacks-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.6153846153846",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nik Naks",
                    "brand_slugs": [
                        "nik-naks"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073677",
                "product_json_route": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/.md",
                "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                "citation_anchor": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073677",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-twisters-tangy-n-cheesy-snacks-130g-5000237207239-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073678",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073677&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073677",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nik naks twisters tangy n cheesy snacks 130g nik naks 5000237207239 crisp 5000237207239 default blend default cheesy crisps puffs rings and shapes sharing bags 1073677 nik naks twisters tangy n cheesy snacks 130g 5000237207239 nik naks https crisps biz product nik naks twisters tangy n cheesy snacks 130g cheesy crisps puffs rings and shapes sharing bags nik naks twisters tangy n cheesy snacks 130g no blend 130 3 4 2 6153846153846 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nik naks nik naks cheesy crisps crisps puffs rings and shapes sharing bags default mid 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b42f01268ea1ac6f075fcae04c7e284b5c2fb98b0f067fac9ef71f51706f81a4"
            }
        },
        {
            "product_id": "1073683",
            "name": "McCoy's Flame Grilled Steak Crisps, 140g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237207642",
            "sku": "CRISP-5000237207642",
            "slug": "mccoys-flame-grilled-steak-crisps-140g",
            "short_description": "A 140g sharing bag of McCoy's Flame Grilled Steak, thick ridge cut crisps with a rich, savoury seasoning. The label suggests four to five servings, gives 157 kcal for a 30g serving, and asks you to keep an opened bag in an airtight container.There is no steak in it: the flavour is built from onion, yeast extract, milk ingredients and the flavour enhancers monosodium glutamate and disodium guanylate. The pack says the crisps are suitable for vegetarians; milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
            "product_json_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073683",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4285714285714284,
                "weight_g": 140,
                "comparison_price_gbp": 2.4285714285714284,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.4285714285714284,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
            "buy_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Flame Grilled Steak Crisps, 140g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073684",
                "attachment_id": 1073684,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44759,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073684",
                    "attachment_id": 1073684,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073684",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073683",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138625",
                        "sku": "CRISP-5000237138625",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_id": "1073683",
                    "product_name": "McCoy's Flame Grilled Steak Crisps, 140g",
                    "gtin": "5000237207642",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
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                    "variant_or_style": "mccoys-flame-grilled-steak-crisps-140g",
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                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.4285714285714",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073683",
                "product_json_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-flame-grilled-steak-crisps-140g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073683",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-flame-grilled-steak-crisps-140g-5000237207642-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073684",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073683&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073683",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s flame grilled steak crisps 140g mccoy s 5000237207642 crisp 5000237207642 default blend default crinkle and ridge cut crisps meaty potato crisps sharing bags 1073683 mccoy s flame grilled steak crisps 140g 5000237207642 mccoy s https crisps biz product mccoys flame grilled steak crisps 140g crinkle and ridge cut crisps meaty potato crisps sharing bags mccoys flame grilled steak crisps 140g no blend 140 3 4 2 4285714285714 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps meaty crisps potato crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4b843d9de4741fc9310ce9d21c75ec918fb8978c7a9ad24b78a22da8eb740e33"
            }
        },
        {
            "product_id": "1073685",
            "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237207666",
            "sku": "CRISP-5000237207666",
            "slug": "mccoys-salt-and-malt-vinegar-crisps-140g",
            "short_description": "A 140g sharing bag of McCoy's Salt and Malt Vinegar, thick ridge cut crisps with a sharp, salty seasoning made with barley malt vinegar. The label suggests four to five servings, gives 159 kcal for a 30g serving and asks you to keep an opened bag in an airtight container.Barley is in the seasoning, so the crisps contain gluten. The salt is high on the front of pack scale at 2.1g per 100g. The pack says they are suitable for vegetarians.Allergens. Contains cereals containing gluten; may contain milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "product_json_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073685",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4285714285714284,
                "weight_g": 140,
                "comparison_price_gbp": 2.4285714285714284,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.4285714285714284,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "buy_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Salt and Malt Vinegar Crisps, 140g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073686",
                "attachment_id": 1073686,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 50690,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073686",
                    "attachment_id": 1073686,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-salt-and-malt-vinegar-crisps-140g-5000237207666-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073686",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073685",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073697",
                        "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
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                        "sku": "CRISP-5000237138700",
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                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
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                        "ingredient_family": "default",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
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                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
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                        "sku": "CRISP-5000237138625",
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                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
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                    "occasion_tags",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
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                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "audit_status": "derived_runtime",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
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                "schema_version": "search-facets-2026-06-17",
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                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
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                        "crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
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                    "focus_friendly": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
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                },
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_markdown_route": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-salt-and-malt-vinegar-crisps-140g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073685",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073685",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s salt and malt vinegar crisps 140g mccoy s 5000237207666 crisp 5000237207666 default blend default crinkle and ridge cut crisps potato crisps salt and vinegar sharing bags 1073685 mccoy s salt and malt vinegar crisps 140g 5000237207666 mccoy s https crisps biz product mccoys salt and malt vinegar crisps 140g crinkle and ridge cut crisps potato crisps salt and vinegar sharing bags mccoys salt and malt vinegar crisps 140g no blend 140 3 4 2 4285714285714 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps potato crisps salt and vinegar crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "85e26994a6c4134684453a1ec4616f0f991420a90154eb9ce5908475c28af6c6"
            }
        },
        {
            "product_id": "1073687",
            "name": "Skips Prawn Cocktail Snacks, 90g",
            "brand": "Skips",
            "brand_entities": [
                {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                }
            ],
            "categories": [
                "Crisps",
                "Prawn cocktail and seafood",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237207956",
            "sku": "CRISP-5000237207956",
            "slug": "skips-prawn-cocktail-snacks-90g",
            "short_description": "A 90g sharing bag of Skips Prawn Cocktail: light, melting snacks made from tapioca starch, sunflower oil and maize flour, with a prawn cocktail flavour of sugar, salt, natural flavouring, citric acid, onion, tomato, spirit vinegar extract and a touch of black pepper and clove. The label gives 162 kcal and 0.66g of salt for a 30g serving and three servings in the bag.There is no prawn in them: the pack says they are suitable for vegetarians, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten, milk and soya.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
            "product_json_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/.json",
            "product_markdown_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073687",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6666666666666665,
                "weight_g": 90,
                "comparison_price_gbp": 2.6666666666666665,
                "comparison_unit": "100g",
                "pack_label": "90g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 2.6666666666666665,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
            "buy_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
            "human_purchase_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
            "buy_card_route": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-90g/",
            "buy_card_url": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-90g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Skips Prawn Cocktail Snacks, 90g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073688",
                "attachment_id": 1073688,
                "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35194,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073688",
                    "attachment_id": 1073688,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073688",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073687",
                "same_brand_products": [
                    {
                        "product_id": "1073693",
                        "name": "Skips Salt and Vinegar Snacks, 6 x 13g",
                        "brand": "Skips",
                        "gtin": "5000237208267",
                        "sku": "CRISP-5000237208267",
                        "canonical_product_url": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073633",
                        "name": "Skips Prawn Cocktail Snacks, 35g",
                        "brand": "Skips",
                        "gtin": "5000237138366",
                        "sku": "CRISP-5000237138366",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073578",
                        "name": "Skips Prawn Cocktail Snacks, 6 x 13.1g",
                        "brand": "Skips",
                        "gtin": "5000237123850",
                        "sku": "CRISP-5000237123850",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073687",
                    "product_name": "Skips Prawn Cocktail Snacks, 90g",
                    "gtin": "5000237207956",
                    "brand": "Skips",
                    "product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
                    "sub_type": "Crisps, Prawn cocktail and seafood, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "skips-prawn-cocktail-snacks-90g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "90",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Skips",
                    "brand_slugs": [
                        "skips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "prawn-cocktail-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073687",
                "product_json_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/.json",
                "product_markdown_route": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/.md",
                "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
                "buy_card_route": "https://crisps.biz/buy-card/skips-prawn-cocktail-snacks-90g/",
                "citation_anchor": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073687",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-prawn-cocktail-snacks-90g-5000237207956-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073688",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073687&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073687",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " skips prawn cocktail snacks 90g skips 5000237207956 crisp 5000237207956 default blend default crisps prawn cocktail and seafood puffs rings and shapes sharing bags 1073687 skips prawn cocktail snacks 90g 5000237207956 skips https crisps biz product skips prawn cocktail snacks 90g crisps prawn cocktail and seafood puffs rings and shapes sharing bags skips prawn cocktail snacks 90g no blend 90 2 4 2 6666666666667 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 skips skips crisps prawn cocktail crisps puffs rings and shapes sharing bags default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9413410b8dab0ebdad1a6dac222de1561bdbb6791494bc44abfed10836f50b11"
            }
        },
        {
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            "name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
            "brand": "Nik Naks",
            "brand_entities": [
                {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                }
            ],
            "categories": [
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                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
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                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2094,
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                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
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                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/.md",
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            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 1.8461538461538463,
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                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
            "buy_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
            "human_purchase_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nik Naks Nice 'n' Spicy Snacks, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073690",
                "attachment_id": 1073690,
                "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47279,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073690",
                    "attachment_id": 1073690,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073690",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2159,
                    "name": "Nik Naks",
                    "slug": "nik-naks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/nik-naks/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073689",
                "same_brand_products": [
                    {
                        "product_id": "1073677",
                        "name": "Nik Naks Twisters Tangy 'n' Cheesy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207239",
                        "sku": "CRISP-5000237207239",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-tangy-n-cheesy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073674",
                        "name": "Nik Naks Twisters Nice 'n' Spicy Snacks, 130g",
                        "brand": "Nik Naks",
                        "gtin": "5000237207215",
                        "sku": "CRISP-5000237207215",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-twisters-nice-n-spicy-snacks-130g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073635",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 45g",
                        "brand": "Nik Naks",
                        "gtin": "5000237138380",
                        "sku": "CRISP-5000237138380",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-45g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073616",
                        "name": "Nik Naks Rib 'n' Saucy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237133989",
                        "sku": "CRISP-5000237133989",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-rib-n-saucy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073610",
                        "name": "Nik Naks Nice 'n' Spicy Snacks, 6 x 20g",
                        "brand": "Nik Naks",
                        "gtin": "5000237131435",
                        "sku": "CRISP-5000237131435",
                        "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-6-x-20g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073689",
                    "product_name": "Nik Naks Nice 'n' Spicy Snacks, 130g",
                    "gtin": "5000237207970",
                    "brand": "Nik Naks",
                    "product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                    "sub_type": "Crisps, Hot and spicy, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "nik-naks-nice-n-spicy-snacks-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.8461538461538",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nik Naks",
                    "brand_slugs": [
                        "nik-naks"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073689",
                "product_json_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/.md",
                "checkout_url": "https://crisps.biz/buy/nik-naks-nice-n-spicy-snacks-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/nik-naks-nice-n-spicy-snacks-130g/",
                "citation_anchor": "https://crisps.biz/product/nik-naks-nice-n-spicy-snacks-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073689",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-nik-naks-nice-n-spicy-snacks-130g-5000237207970-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073690",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073689&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073689",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nik naks nice n spicy snacks 130g nik naks 5000237207970 crisp 5000237207970 default blend default crisps hot and spicy puffs rings and shapes sharing bags 1073689 nik naks nice n spicy snacks 130g 5000237207970 nik naks https crisps biz product nik naks nice n spicy snacks 130g crisps hot and spicy puffs rings and shapes sharing bags nik naks nice n spicy snacks 130g no blend 130 2 4 1 8461538461538 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nik naks nik naks crisps spicy crisps puffs rings and shapes sharing bags default budget 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "655ad2cfb67fa4d307f8284d03c7183ada90154d33df6811090c575b3df146b7"
            }
        },
        {
            "product_id": "1073691",
            "name": "Discos Salt and Vinegar Crisps, 105g",
            "brand": "Discos",
            "brand_entities": [
                {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                }
            ],
            "categories": [
                "Crisps",
                "Puffs, rings and shapes",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000237208045",
            "sku": "CRISP-5000237208045",
            "slug": "discos-salt-and-vinegar-crisps-105g",
            "short_description": "A 105g sharing bag of Discos Salt and Vinegar: disc shaped snacks made from wheat starch, dried potato and wheat flour, fried in sunflower oil, with a salt and vinegar seasoning of natural flavouring, salt, potassium chloride, citric and malic acid and dried barley malt vinegar extract. The label gives 157 kcal and 0.51g of salt for a 30g serving and suggests three to four servings.The pack says there is no MSG and no artificial colours or flavours, and that the snacks are suitable for vegetarians.Wheat and barley are on the list, and the allergy advice says the snacks may contain milk.Allergens. Contains cereals containing gluten; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
            "product_json_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/.json",
            "product_markdown_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073691",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2857142857142856,
                "weight_g": 105,
                "comparison_price_gbp": 2.2857142857142856,
                "comparison_unit": "100g",
                "pack_label": "105g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 2.2857142857142856,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
            "buy_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
            "human_purchase_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
            "buy_card_route": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-105g/",
            "buy_card_url": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-105g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Discos Salt and Vinegar Crisps, 105g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073692",
                "attachment_id": 1073692,
                "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44793,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073692",
                    "attachment_id": 1073692,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073692",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2156,
                    "name": "Discos",
                    "slug": "discos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/discos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073691",
                "same_brand_products": [
                    {
                        "product_id": "1073653",
                        "name": "Discos Salt and Vinegar Crisps, 6 Pack",
                        "brand": "Discos",
                        "gtin": "5000237204207",
                        "sku": "CRISP-5000237204207",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-6-pack/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-6-pack/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073648",
                        "name": "Discos Salt and Vinegar Crisps, 50g",
                        "brand": "Discos",
                        "gtin": "5000237138809",
                        "sku": "CRISP-5000237138809",
                        "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-50g/",
                        "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-50g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073584",
                        "name": "Discos Variety Crisps, 6 x 25.5g",
                        "brand": "Discos",
                        "gtin": "5000237128138",
                        "sku": "CRISP-5000237128138",
                        "canonical_product_url": "https://crisps.biz/product/discos-variety-crisps-6-x-25-5g/",
                        "checkout_url": "https://crisps.biz/buy/discos-variety-crisps-6-x-25-5g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073691",
                    "product_name": "Discos Salt and Vinegar Crisps, 105g",
                    "gtin": "5000237208045",
                    "brand": "Discos",
                    "product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
                    "sub_type": "Crisps, Puffs, rings and shapes, Salt and vinegar, Sharing bags",
                    "variant_or_style": "discos-salt-and-vinegar-crisps-105g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "105",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "2.2857142857143",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Discos",
                    "brand_slugs": [
                        "discos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073691",
                "product_json_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/.json",
                "product_markdown_route": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/.md",
                "checkout_url": "https://crisps.biz/buy/discos-salt-and-vinegar-crisps-105g/",
                "buy_card_route": "https://crisps.biz/buy-card/discos-salt-and-vinegar-crisps-105g/",
                "citation_anchor": "https://crisps.biz/product/discos-salt-and-vinegar-crisps-105g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073691",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-discos-salt-and-vinegar-crisps-105g-5000237208045-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073692",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073691&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073691",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " discos salt and vinegar crisps 105g discos 5000237208045 crisp 5000237208045 default blend default crisps puffs rings and shapes salt and vinegar sharing bags 1073691 discos salt and vinegar crisps 105g 5000237208045 discos https crisps biz product discos salt and vinegar crisps 105g crisps puffs rings and shapes salt and vinegar sharing bags discos salt and vinegar crisps 105g no blend 105 2 4 2 2857142857143 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 discos discos crisps puffs rings and shapes salt and vinegar crisps sharing bags default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "62d383b0d330452874d81c6c296fba4903136b6df9b7dca4be38101745865ed9"
            }
        },
        {
            "product_id": "1073693",
            "name": "Skips Salt and Vinegar Snacks, 6 x 13g",
            "brand": "Skips",
            "brand_entities": [
                {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5000237208267",
            "sku": "CRISP-5000237208267",
            "slug": "skips-salt-and-vinegar-snacks-6-x-13g",
            "short_description": "Six bags of Skips Salt and Vinegar, 13.1g each as labelled: light, melting snacks made from tapioca starch, sunflower oil and maize flour, with a salt and vinegar flavour of natural flavouring, maltodextrin, citric acid, salt, potassium chloride, dried spirit vinegar and yeast extract. The pack gives 73 kcal (305 kJ) and 0.24g of salt for each bag.The front carries a new flavour flash, and the pack says the snacks are suitable for vegetarians, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten, milk and soya.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
            "product_json_route": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/.json",
            "product_markdown_route": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073693",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 18.46153846153846,
                "weight_g": 13,
                "comparison_price_gbp": 18.46153846153846,
                "comparison_unit": "100g",
                "pack_label": "13g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 18.46153846153846,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
            "buy_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
            "human_purchase_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
            "buy_card_route": "https://crisps.biz/buy-card/skips-salt-and-vinegar-snacks-6-x-13g/",
            "buy_card_url": "https://crisps.biz/buy-card/skips-salt-and-vinegar-snacks-6-x-13g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Skips Salt and Vinegar Snacks, 6 x 13g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073694",
                "attachment_id": 1073694,
                "relative_upload_path": "2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41052,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073694",
                    "attachment_id": 1073694,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073694",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2151,
                    "name": "Skips",
                    "slug": "skips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/skips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073693",
                "same_brand_products": [
                    {
                        "product_id": "1073687",
                        "name": "Skips Prawn Cocktail Snacks, 90g",
                        "brand": "Skips",
                        "gtin": "5000237207956",
                        "sku": "CRISP-5000237207956",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-90g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-90g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073633",
                        "name": "Skips Prawn Cocktail Snacks, 35g",
                        "brand": "Skips",
                        "gtin": "5000237138366",
                        "sku": "CRISP-5000237138366",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-35g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-35g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073578",
                        "name": "Skips Prawn Cocktail Snacks, 6 x 13.1g",
                        "brand": "Skips",
                        "gtin": "5000237123850",
                        "sku": "CRISP-5000237123850",
                        "canonical_product_url": "https://crisps.biz/product/skips-prawn-cocktail-snacks-6-x-13-1g/",
                        "checkout_url": "https://crisps.biz/buy/skips-prawn-cocktail-snacks-6-x-13-1g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073693",
                    "product_name": "Skips Salt and Vinegar Snacks, 6 x 13g",
                    "gtin": "5000237208267",
                    "brand": "Skips",
                    "product_url": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Salt and vinegar",
                    "variant_or_style": "skips-salt-and-vinegar-snacks-6-x-13g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "18.461538461538",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Skips",
                    "brand_slugs": [
                        "skips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 3,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073693",
                "product_json_route": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/.json",
                "product_markdown_route": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/.md",
                "checkout_url": "https://crisps.biz/buy/skips-salt-and-vinegar-snacks-6-x-13g/",
                "buy_card_route": "https://crisps.biz/buy-card/skips-salt-and-vinegar-snacks-6-x-13g/",
                "citation_anchor": "https://crisps.biz/product/skips-salt-and-vinegar-snacks-6-x-13g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073693",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-skips-salt-and-vinegar-snacks-6-x-13g-5000237208267-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073694",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073693&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073693",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " skips salt and vinegar snacks 6 x 13g skips 5000237208267 crisp 5000237208267 default blend default crisps multipacks puffs rings and shapes salt and vinegar 1073693 skips salt and vinegar snacks 6 x 13g 5000237208267 skips https crisps biz product skips salt and vinegar snacks 6 x 13g crisps multipacks puffs rings and shapes salt and vinegar skips salt and vinegar snacks 6 x 13g no blend 13 2 4 18 461538461538 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 skips skips crisps crisp multipacks puffs rings and shapes salt and vinegar crisps default budget 0 0 3 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "598033cdc5133131462e63f85fc31462e787932880aa3bd201012bedf730a49c"
            }
        },
        {
            "product_id": "1073695",
            "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
            "brand": "McCoy's",
            "brand_entities": [
                {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Hot and spicy",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "sku": "CRISP-5000237208335",
            "slug": "mccoys-hot-kick-ketchup-crisps-6-x-25g",
            "short_description": "Six 25g bags of McCoy's Hot Kick Ketchup, a limited edition ridge cut crisp with a tomato ketchup seasoning and a chilli kick. The label gives 132 kcal and just 0.12g of salt for each bag.The seasoning uses sugar, beetroot juice powder, dried tomato, onion, garlic and chilli powder, with allspice, clove and rosemary. No allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
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            "product_json_route": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/.md",
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            "price_gbp": 3.2,
            "regular_price_gbp": 4,
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 12.8,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
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            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073696",
                "attachment_id": 1073696,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42892,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073696",
                    "attachment_id": 1073696,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073696",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073695",
                "same_brand_products": [
                    {
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                        "brand": "McCoy's",
                        "gtin": "5000237208366",
                        "sku": "CRISP-5000237208366",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
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                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
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                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
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                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
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                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138625",
                        "sku": "CRISP-5000237138625",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073695",
                    "product_name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                    "gtin": "5000237208335",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Hot and spicy, Multipacks, Potato crisps",
                    "variant_or_style": "mccoys-hot-kick-ketchup-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "spicy-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073695",
                "product_json_route": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073695",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-hot-kick-ketchup-crisps-6-x-25g-5000237208335-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073696",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073695&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073695",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s hot kick ketchup crisps 6 x 25g mccoy s 5000237208335 crisp 5000237208335 default blend default crinkle and ridge cut crisps hot and spicy multipacks potato crisps 1073695 mccoy s hot kick ketchup crisps 6 x 25g 5000237208335 mccoy s https crisps biz product mccoys hot kick ketchup crisps 6 x 25g crinkle and ridge cut crisps hot and spicy multipacks potato crisps mccoys hot kick ketchup crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps spicy crisps crisp multipacks potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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            "name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
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                    "name": "McCoy's",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                }
            ],
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                "Multipacks",
                "Potato crisps"
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                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2114,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073697",
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            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
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                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/mccoys-yellow-mustard-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/mccoys-yellow-mustard-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McCoy's Yellow Mustard Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073698",
                "attachment_id": 1073698,
                "relative_upload_path": "2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40133,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073698",
                    "attachment_id": 1073698,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073698",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2117,
                    "name": "McCoy's",
                    "slug": "mccoys",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/mccoys/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073697",
                "same_brand_products": [
                    {
                        "product_id": "1073695",
                        "name": "McCoy's Hot Kick Ketchup Crisps, 6 x 25g",
                        "brand": "McCoy's",
                        "gtin": "5000237208335",
                        "sku": "CRISP-5000237208335",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-kick-ketchup-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073683",
                        "name": "McCoy's Flame Grilled Steak Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207642",
                        "sku": "CRISP-5000237207642",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073685",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 140g",
                        "brand": "McCoy's",
                        "gtin": "5000237207666",
                        "sku": "CRISP-5000237207666",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-140g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073667",
                        "name": "McCoy's Hot 'n' Spicy Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237205600",
                        "sku": "CRISP-5000237205600",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-hot-n-spicy-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-hot-n-spicy-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073646",
                        "name": "McCoy's Flame Grilled Steak Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138700",
                        "sku": "CRISP-5000237138700",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-flame-grilled-steak-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-flame-grilled-steak-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073640",
                        "name": "McCoy's Thai Sweet Chicken Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138540",
                        "sku": "CRISP-5000237138540",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-thai-sweet-chicken-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-thai-sweet-chicken-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073642",
                        "name": "McCoy's Cheddar and Onion Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138601",
                        "sku": "CRISP-5000237138601",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-cheddar-and-onion-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-cheddar-and-onion-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073644",
                        "name": "McCoy's Salt and Malt Vinegar Crisps, 45g",
                        "brand": "McCoy's",
                        "gtin": "5000237138625",
                        "sku": "CRISP-5000237138625",
                        "canonical_product_url": "https://crisps.biz/product/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "checkout_url": "https://crisps.biz/buy/mccoys-salt-and-malt-vinegar-crisps-45g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073697",
                    "product_name": "McCoy's Yellow Mustard Crisps, 6 x 25g",
                    "gtin": "5000237208366",
                    "brand": "McCoy's",
                    "product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Hot and spicy, Multipacks, Potato crisps",
                    "variant_or_style": "mccoys-yellow-mustard-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McCoy's",
                    "brand_slugs": [
                        "mccoys"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "spicy-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073697",
                "product_json_route": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/mccoys-yellow-mustard-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/mccoys-yellow-mustard-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/mccoys-yellow-mustard-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073697",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-mccoys-yellow-mustard-crisps-6-x-25g-5000237208366-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073698",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073697&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073697",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mccoy s yellow mustard crisps 6 x 25g mccoy s 5000237208366 crisp 5000237208366 default blend default crinkle and ridge cut crisps hot and spicy multipacks potato crisps 1073697 mccoy s yellow mustard crisps 6 x 25g 5000237208366 mccoy s https crisps biz product mccoys yellow mustard crisps 6 x 25g crinkle and ridge cut crisps hot and spicy multipacks potato crisps mccoys yellow mustard crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mccoy s mccoys crinkle cut crisps crisps spicy crisps crisp multipacks potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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            "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
            "brand": "Tyrrells",
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                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
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            ],
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                "Sharing bags"
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
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                },
                {
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                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
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                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
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            "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073699",
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            "regular_price_gbp": 4.5,
            "currency": "GBP",
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
            "image": {
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                "alt_text": "Tyrrells Sea Salt and Black Pepper Crisps, 150g, front of pack, available at crisps.biz",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
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                "mime": "image/avif",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1000
                    },
                    "webp": {
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                        "max_width": 1000
                    },
                    "avif": {
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                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
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                    "attachment_id": 1073700,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073700",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073699",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073699",
                    "product_name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                    "gtin": "5000237208410",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                    "sub_type": "Crisps, Hand cooked crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "tyrrells-sea-salt-and-black-pepper-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073699",
                "product_json_route": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073699",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-black-pepper-crisps-150g-5000237208410-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073700",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073699&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073699",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells sea salt and black pepper crisps 150g tyrrells 5000237208410 crisp 5000237208410 default blend default crisps hand cooked crisps ready salted and sea salt sharing bags 1073699 tyrrells sea salt and black pepper crisps 150g 5000237208410 tyrrells https crisps biz product tyrrells sea salt and black pepper crisps 150g crisps hand cooked crisps ready salted and sea salt sharing bags tyrrells sea salt and black pepper crisps 150g no blend 150 3 6 2 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crisps hand cooked crisps ready salted crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4d8455121e405d31d08b411afef5e4dff0cdd4971c41f031326a66ef245031d5"
            }
        },
        {
            "product_id": "1073701",
            "name": "Walkers Ready Salted Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328013589",
            "sku": "CRISP-5000328013589",
            "slug": "walkers-ready-salted-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Ready Salted, the plain crisp for a bowl of dips or a party table. The label divides it into five 30g servings of 156 kcal each and advises finishing an opened bag within three days.The list is short: potatoes, sunflower and rapeseed oils, salt and antioxidants. No allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073701",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 150,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Ready Salted Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073702",
                "attachment_id": 1073702,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41556,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073702",
                    "attachment_id": 1073702,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073702",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073701",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073701",
                    "product_name": "Walkers Ready Salted Crisps, 150g",
                    "gtin": "5000328013589",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/",
                    "sub_type": "Crisps, Potato crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "walkers-ready-salted-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073701",
                "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073701",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-150g-5000328013589-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073702",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073701&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073701",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers ready salted crisps 150g walkers 5000328013589 crisp 5000328013589 default blend default crisps potato crisps ready salted and sea salt sharing bags 1073701 walkers ready salted crisps 150g 5000328013589 walkers https crisps biz product walkers ready salted crisps 150g crisps potato crisps ready salted and sea salt sharing bags walkers ready salted crisps 150g no blend 150 2 4 1 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps ready salted crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4a88ac082daa42114bb4aacf61a824a9cdd4272f63c5b527e5159f8544ca4f95"
            }
        },
        {
            "product_id": "1073707",
            "name": "Walkers Cheese and Onion Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328013602",
            "sku": "CRISP-5000328013602",
            "slug": "walkers-cheese-and-onion-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Cheese and Onion, the size to tip into a bowl when people come round. The label divides it into five 30g servings of 154 kcal each and advises finishing an opened bag within three days.The crisps are classic thin slices of potato cooked in sunflower and rapeseed oil and dusted with a seasoning of dried onion, whey, lactose and cheese powder, lifted with a little citric and malic acid. The pack says they are suitable for vegetarians and made with no added MSG.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073707",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 150,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Cheese and Onion Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073708",
                "attachment_id": 1073708,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40782,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073708",
                    "attachment_id": 1073708,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073708",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073707",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073707",
                    "product_name": "Walkers Cheese and Onion Crisps, 150g",
                    "gtin": "5000328013602",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/",
                    "sub_type": "Cheese and onion, Crisps, Potato crisps, Sharing bags",
                    "variant_or_style": "walkers-cheese-and-onion-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073707",
                "product_json_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073707",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-150g-5000328013602-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073708",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073707&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073707",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers cheese and onion crisps 150g walkers 5000328013602 crisp 5000328013602 default blend default cheese and onion crisps potato crisps sharing bags 1073707 walkers cheese and onion crisps 150g 5000328013602 walkers https crisps biz product walkers cheese and onion crisps 150g cheese and onion crisps potato crisps sharing bags walkers cheese and onion crisps 150g no blend 150 2 4 1 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheese and onion crisps crisps potato crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "1c576b78a0515b6276fc7e3ea139191a4504a3df9622e20d91aa552e7da9c155"
            }
        },
        {
            "product_id": "1073713",
            "name": "Walkers Monster Munch Variety Snacks, 12 x 20g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328014715",
            "sku": "CRISP-5000328014715",
            "slug": "walkers-monster-munch-variety-snacks-12-x-20g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-variety-snacks-12-x-20g/",
            "product_json_route": "https://crisps.biz/product/walkers-monster-munch-variety-snacks-12-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-variety-snacks-12-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073713",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 20,
                "weight_g": 20,
                "comparison_price_gbp": 20,
                "comparison_unit": "100g",
                "pack_label": "20g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 20,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-variety-snacks-12-x-20g/",
            "buy_url": "https://crisps.biz/buy/walkers-monster-munch-variety-snacks-12-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-monster-munch-variety-snacks-12-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-variety-snacks-12-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-monster-munch-variety-snacks-12-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Monster Munch Variety Snacks, 12 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073714",
                "attachment_id": 1073714,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 57887,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073714",
                    "attachment_id": 1073714,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073714",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-variety-snacks-12-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073713",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
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                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
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                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Schär",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
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                    "post_meal_digestive",
                    "occasion_tags",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
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                    "variant_or_style": "walkers-monster-munch-variety-snacks-12-x-20g",
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                    "country_of_origin": "blend",
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                },
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                    "product_name": "derived_runtime",
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                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
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                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
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                        "crisps",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes",
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                },
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                    "fairtrade": "",
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                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
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                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-variety-snacks-12-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-variety-snacks-12-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-variety-snacks-12-x-20g/",
                "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-variety-snacks-12-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073713",
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                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-variety-snacks-12-x-20g-5000328014715-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073714",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073713&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073713",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers monster munch variety snacks 12 x 20g walkers 5000328014715 crisp 5000328014715 default blend default big multipacks crisps popped and baked puffs rings and shapes variety packs 1073713 walkers monster munch variety snacks 12 x 20g 5000328014715 walkers https crisps biz product walkers monster munch variety snacks 12 x 20g big multipacks crisps popped and baked puffs rings and shapes variety packs walkers monster munch variety snacks 12 x 20g no blend 20 4 20 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps popped and baked crisps puffs rings and shapes crisp variety packs default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "251ec8abbb80775c129f78538dc30711d5e2d65d834d5616b799f05946738794"
            }
        },
        {
            "product_id": "1073719",
            "name": "Walkers Monster Munch Pickled Onion Snacks, 6 x 20g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
            "gtin": "5000328014746",
            "sku": "CRISP-5000328014746",
            "slug": "walkers-monster-munch-pickled-onion-snacks-6-x-20g",
            "short_description": "Six 20g bags of Walkers Monster Munch Pickled Onion, 120g in all: baked corn snacks in monster claw shapes with a pickled onion seasoning of flavourings, whey permeate, onion powder, sugar, monosodium glutamate, garlic, hydrolysed soya protein and citric acid. The pack gives 98 kcal (412 kJ) and 0.31g of salt for each bag.The pack says the snacks are baked, not fried, with no artificial colours or preservatives, and suitable for vegetarians.Milk and soya are in the seasoning, and the allergy advice says the snacks may contain celery, cereals containing gluten and mustard. Each bag is one serving.Allergens. Contains milk and soya; may contain celery, cereals containing gluten and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-6-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073719",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 15,
                "weight_g": 20,
                "comparison_price_gbp": 15,
                "comparison_unit": "100g",
                "pack_label": "20g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 15,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Monster Munch Pickled Onion Snacks, 6 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073720",
                "attachment_id": 1073720,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41475,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073720",
                    "attachment_id": 1073720,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-6-x-20g-5000328014746-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073720",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073719",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
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                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                    {
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                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    }
                ],
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                    },
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                    },
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                            "note": null,
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
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                    },
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "note": null,
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                        }
                    },
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    }
                ],
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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            },
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "product_url": "derived_runtime",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "priority": "derived_runtime",
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                    "brand_slugs": [
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                    ],
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                        "crisp-multipacks",
                        "popped-and-baked-crisps",
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                },
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                    "focus_friendly": "",
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                    "food_pairings": [],
                    "occasion_pairings": [],
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                    ],
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                    "sweetness": "",
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                    "mouthfeel": "",
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                },
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
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                }
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
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                "linked_wiki_topics": []
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers monster munch pickled onion snacks 6 x 20g walkers 5000328014746 crisp 5000328014746 default blend default crisps multipacks popped and baked puffs rings and shapes tangy and umami 1073719 walkers monster munch pickled onion snacks 6 x 20g 5000328014746 walkers https crisps biz product walkers monster munch pickled onion snacks 6 x 20g crisps multipacks popped and baked puffs rings and shapes tangy and umami walkers monster munch pickled onion snacks 6 x 20g no blend 20 3 15 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks popped and baked crisps puffs rings and shapes umami crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9a0cc400e4d8e646474e595d76003126d884b665f584fc2f855d9b2866a2de38"
            }
        },
        {
            "product_id": "1073723",
            "name": "Walkers Monster Munch Roast Beef Snacks, 6 x 20g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Popped and baked",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328014791",
            "sku": "CRISP-5000328014791",
            "slug": "walkers-monster-munch-roast-beef-snacks-6-x-20g",
            "short_description": "Six 20g bags of Walkers Monster Munch Roast Beef, 120g in all: baked corn snacks in claw shapes with a roast beef seasoning of wheat flour, hydrolysed soya protein, whey permeate, flavourings, rusk, sugar, monosodium glutamate, onion, garlic and spices. The pack gives 98 kcal (412 kJ) and 0.35g of salt for each bag.There is no beef in them: the pack says they are suitable for vegetarians, and baked, not fried.Wheat, soya and milk are in the seasoning, and the pack says it is made in a factory that also handles gluten, barley, celery and mustard. Each bag is one serving.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073723",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 15,
                "weight_g": 20,
                "comparison_price_gbp": 15,
                "comparison_unit": "100g",
                "pack_label": "20g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 15,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Monster Munch Roast Beef Snacks, 6 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073724",
                "attachment_id": 1073724,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42260,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073724",
                    "attachment_id": 1073724,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073724",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073723",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073723",
                    "product_name": "Walkers Monster Munch Roast Beef Snacks, 6 x 20g",
                    "gtin": "5000328014791",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Popped and baked, Puffs, rings and shapes",
                    "variant_or_style": "walkers-monster-munch-roast-beef-snacks-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "15",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073723",
                "product_json_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073723",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-6-x-20g-5000328014791-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073724",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073723&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073723",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers monster munch roast beef snacks 6 x 20g walkers 5000328014791 crisp 5000328014791 default blend default crisps meaty multipacks popped and baked puffs rings and shapes 1073723 walkers monster munch roast beef snacks 6 x 20g 5000328014791 walkers https crisps biz product walkers monster munch roast beef snacks 6 x 20g crisps meaty multipacks popped and baked puffs rings and shapes walkers monster munch roast beef snacks 6 x 20g no blend 20 3 15 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps meaty crisps crisp multipacks popped and baked crisps puffs rings and shapes default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "03d9b0b364b93ba9b251c93cfd609e6f1744cca0e0f1b3a1220c5e16c04b1df2"
            }
        },
        {
            "product_id": "1073728",
            "name": "Walkers Quavers Cheese Snacks, 6 x 16g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328014937",
            "sku": "CRISP-5000328014937",
            "slug": "walkers-quavers-cheese-snacks-6-x-16g",
            "short_description": "Six 16g bags of Walkers Quavers Cheese, 96g in all: light, curly potato snacks made from potato starch, with a cheese flavour of whey powder, milk powder, cheese powder, flavouring, monosodium glutamate, garlic and lactic acid. The pack gives 86 kcal (359 kJ) and 0.34g of salt for each bag.The pack says there are no artificial colours or preservatives and that the snacks are suitable for vegetarians.Milk, soya, wheat and barley are on the list, and the allergy advice says the snacks may contain celery and mustard. Each bag is one serving, which suits a week of lunchboxes.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/",
            "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073728",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 18.75,
                "weight_g": 16,
                "comparison_price_gbp": 18.75,
                "comparison_unit": "100g",
                "pack_label": "16g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 18.75,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-6-x-16g/",
            "buy_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-6-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-6-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-6-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-6-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Quavers Cheese Snacks, 6 x 16g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073729",
                "attachment_id": 1073729,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                "filename": "www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32719,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073729",
                    "attachment_id": 1073729,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073729",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073728",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073728",
                    "product_name": "Walkers Quavers Cheese Snacks, 6 x 16g",
                    "gtin": "5000328014937",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "walkers-quavers-cheese-snacks-6-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "18.75",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073728",
                "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-6-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-6-x-16g/",
                "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-6-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073728",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-6-x-16g-5000328014937-front-of-pack.avif",
                "image_record_id": "wp-attachment-1073729",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073728&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073728",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers quavers cheese snacks 6 x 16g walkers 5000328014937 crisp 5000328014937 default blend default cheesy crisps multipacks puffs rings and shapes 1073728 walkers quavers cheese snacks 6 x 16g 5000328014937 walkers https crisps biz product walkers quavers cheese snacks 6 x 16g cheesy crisps multipacks puffs rings and shapes walkers quavers cheese snacks 6 x 16g no blend 16 3 18 75 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheesy crisps crisps crisp multipacks puffs rings and shapes default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9c7e4d96fe98e87a85fd6afd449f100d9b41cf1b62d59491aa4db9a1c6e09d4e"
            }
        },
        {
            "product_id": "1073734",
            "name": "Walkers Oven Baked Cheese and Onion Crisps, 6 x 22g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000328015873",
            "sku": "CRISP-5000328015873",
            "slug": "walkers-oven-baked-cheese-and-onion-crisps-6-x-22g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073734",
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            "regular_price_gbp": 3.75,
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                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 13.636363636363637,
                "comparison_unit": "100g",
                "pack_label": "22g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 13.636363636363637,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073735",
                "attachment_id": 1073735,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49807,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073735",
                    "attachment_id": 1073735,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073735",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073734",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
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                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073734",
                    "product_name": "Walkers Oven Baked Cheese and Onion Crisps, 6 x 22g",
                    "gtin": "5000328015873",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
                    "sub_type": "Cheese and onion, Crisps, Multipacks, Popped and baked, Potato crisps",
                    "variant_or_style": "walkers-oven-baked-cheese-and-onion-crisps-6-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "22",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "13.636363636364",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073734",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073734",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-6-x-22g-5000328015873-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073735",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073734&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073734",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers oven baked cheese and onion crisps 6 x 22g walkers 5000328015873 crisp 5000328015873 default blend default cheese and onion crisps multipacks popped and baked potato crisps 1073734 walkers oven baked cheese and onion crisps 6 x 22g 5000328015873 walkers https crisps biz product walkers oven baked cheese and onion crisps 6 x 22g cheese and onion crisps multipacks popped and baked potato crisps walkers oven baked cheese and onion crisps 6 x 22g no blend 22 3 13 636363636364 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheese and onion crisps crisps crisp multipacks popped and baked crisps potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c4d210283050dc1d9759bbafe00b8b35d5eab6a323d243deb87dfe709daba7ec"
            }
        },
        {
            "product_id": "1073740",
            "name": "Walkers Oven Baked Prawn Cocktail Crisps, 6 x 22g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Potato crisps",
                "Prawn cocktail and seafood"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                }
            ],
            "gtin": "5000328015903",
            "sku": "CRISP-5000328015903",
            "slug": "walkers-oven-baked-prawn-cocktail-crisps-6-x-22g",
            "short_description": "Six 22g bags of Walkers Oven Baked Prawn Cocktail, 132g in all: a baked potato snack made from potato flakes and starch, with a sweet and tangy seasoning made with sugar and sweetener. The pack gives 94 kcal and 0.11g of salt for each bag, and each 22g bag is a single serving.No seafood is listed. No allergens are highlighted in the ingredients, but the allergy advice on the pack says it may contain milk, soya, mustard, wheat and other cereals containing gluten. The pack says the snack is suitable for vegetarians and that the range is always baked, never fried. Sweet, tangy and without heat, it suits a child's lunchbox.The brand says the outer bag is paper based and can go in home recycling, while the inner bags are plastic and go to store recycling.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073740",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.636363636363637,
                "weight_g": 22,
                "comparison_price_gbp": 13.636363636363637,
                "comparison_unit": "100g",
                "pack_label": "22g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 13.636363636363637,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Prawn Cocktail Crisps, 6 x 22g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073741",
                "attachment_id": 1073741,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 48835,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073741",
                    "attachment_id": 1073741,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073741",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073740",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Oven Baked Prawn Cocktail Crisps, 6 x 22g",
                    "gtin": "5000328015903",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
                    "sub_type": "Crisps, Multipacks, Popped and baked, Potato crisps, Prawn cocktail and seafood",
                    "variant_or_style": "walkers-oven-baked-prawn-cocktail-crisps-6-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "22",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "13.636363636364",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "prawn-cocktail-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073740",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073740",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-6-x-22g-5000328015903-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073741",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073740&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073740",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "mouthfeel",
                    "has_added_flavouring",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers oven baked prawn cocktail crisps 6 x 22g walkers 5000328015903 crisp 5000328015903 default blend default crisps multipacks popped and baked potato crisps prawn cocktail and seafood 1073740 walkers oven baked prawn cocktail crisps 6 x 22g 5000328015903 walkers https crisps biz product walkers oven baked prawn cocktail crisps 6 x 22g crisps multipacks popped and baked potato crisps prawn cocktail and seafood walkers oven baked prawn cocktail crisps 6 x 22g no blend 22 3 13 636363636364 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks popped and baked crisps potato crisps prawn cocktail crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        {
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            "name": "Walkers Oven Baked Salt and Vinegar Crisps, 6 x 22g",
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                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
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            ],
            "category_entities": [
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                    "name": "Crisps",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
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                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
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            "slug": "walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g",
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            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/.md",
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            "regular_price_gbp": 3.75,
            "currency": "GBP",
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                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 13.636363636363637,
                "comparison_unit": "100g",
                "pack_label": "22g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Salt and Vinegar Crisps, 6 x 22g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073746",
                "attachment_id": 1073746,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47743,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073746",
                    "attachment_id": 1073746,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073746",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073745",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073745",
                    "product_name": "Walkers Oven Baked Salt and Vinegar Crisps, 6 x 22g",
                    "gtin": "5000328015910",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
                    "sub_type": "Crisps, Multipacks, Popped and baked, Potato crisps, Salt and vinegar",
                    "variant_or_style": "walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "22",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "13.636363636364",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073745",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073745",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-6-x-22g-5000328015910-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073746",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073745&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073745",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers oven baked salt and vinegar crisps 6 x 22g walkers 5000328015910 crisp 5000328015910 default blend default crisps multipacks popped and baked potato crisps salt and vinegar 1073745 walkers oven baked salt and vinegar crisps 6 x 22g 5000328015910 walkers https crisps biz product walkers oven baked salt and vinegar crisps 6 x 22g crisps multipacks popped and baked potato crisps salt and vinegar walkers oven baked salt and vinegar crisps 6 x 22g no blend 22 3 13 636363636364 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks popped and baked crisps potato crisps salt and vinegar crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "aa98234815541ed6a5574825e8fd7eee84d846ae76aa754e2395f14b4f9d61f3"
            }
        },
        {
            "product_id": "1073751",
            "name": "Walkers Oven Baked Sea Salt Crisps, 6 x 22g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Potato crisps",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
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            "sku": "CRISP-5000328015927",
            "slug": "walkers-oven-baked-sea-salt-crisps-6-x-22g",
            "short_description": "Six 22g bags of Walkers Oven Baked Sea Salt, 132g in all: the plain bag of the baked range, made from potato flakes and starch and lightly seasoned with sea salt. The label gives 96 kcal and 0.19g of salt for each bag, and each 22g bag is one serving, sized for a lunchbox.It is sometimes listed as ready salted; the current pack reads sea salt. No allergens are highlighted in the ingredients, but the allergy advice says it may contain cereals containing gluten, milk, mustard and soya. The pack says the snack is suitable for vegetarians and that the range is always baked, never fried.The brand says the outer bag is paper based and can go in home recycling, while the inner bags are plastic and go to store recycling.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073751",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.636363636363637,
                "weight_g": 22,
                "comparison_price_gbp": 13.636363636363637,
                "comparison_unit": "100g",
                "pack_label": "22g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 13.636363636363637,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Sea Salt Crisps, 6 x 22g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073752",
                "attachment_id": 1073752,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46669,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073752",
                    "attachment_id": 1073752,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073752",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073751",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
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                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
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                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
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                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
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                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
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                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Oven Baked Sea Salt Crisps, 6 x 22g",
                    "gtin": "5000328015927",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
                    "sub_type": "Crisps, Multipacks, Popped and baked, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "walkers-oven-baked-sea-salt-crisps-6-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "22",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "13.636363636364",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073751",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073751",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-6-x-22g-5000328015927-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073751",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "sweetness",
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                    "food_pairings",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
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                    "canonical_url": "https://crisps.biz/product-category/crisps/"
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
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                },
                {
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                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073754",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-variety-crisps-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-variety-crisps-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-variety-crisps-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-variety-crisps-6-x-22g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-variety-crisps-6-x-22g-5000328015941-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-variety-crisps-6-x-22g-5000328015941-front-of-pack.jpg.json",
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                "validation_status": "verified_present_non_upscaled",
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                    "webp": {
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                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073755",
                    "attachment_id": 1073755,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-variety-crisps-6-x-22g-5000328015941-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-variety-crisps-6-x-22g-5000328015941-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073755",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073754",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Oven Baked Variety Crisps, 6 x 22g",
                    "gtin": "5000328015941",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/",
                    "sub_type": "Crisps, Multipacks, Popped and baked, Potato crisps, Variety packs",
                    "variant_or_style": "walkers-oven-baked-variety-crisps-6-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "22",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "13.636363636364",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073754",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-variety-crisps-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-variety-crisps-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-variety-crisps-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073754",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-variety-crisps-6-x-22g-5000328015941-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073754&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073754",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d0385ce275c8432e9b0149a342fe64616b628f28ec039adea1bf8c2eee5cdcdd"
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        },
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                {
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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            ],
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                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
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                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/.md",
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                "serving_unit": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
            "buy_url": "https://crisps.biz/buy/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-strong-jalapeno-and-cheese-crisps-140g-5000328019376-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-strong-jalapeno-and-cheese-crisps-140g-5000328019376-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073757",
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                "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-strong-jalapeno-and-cheese-crisps-140g-5000328019376-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-max-strong-jalapeno-and-cheese-crisps-140g-5000328019376-front-of-pack-600x600.avif",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
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                        "max_width": 1200
                    }
                },
                "image_truth": {
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                        "authority": "crisps Image Estate Authority",
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                        "schema_version": "crisps-image-truth-v1",
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                        "mime": "image/jpeg",
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                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-strong-jalapeno-and-cheese-crisps-140g-5000328019376-front-of-pack-600x600.avif",
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                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
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                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073757",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073756",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073756",
                    "product_name": "Walkers Max Strong Jalapeño and Cheese Crisps, 140g",
                    "gtin": "5000328019376",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
                    "sub_type": "Cheesy, Crinkle and ridge cut, Crisps, Potato crisps, Sharing bags",
                    "variant_or_style": "walkers-max-strong-jalapeno-and-cheese-crisps-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.4285714285714",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crinkle-cut-crisps",
                        "crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073756",
                "product_json_route": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-strong-jalapeno-and-cheese-crisps-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073756",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-strong-jalapeno-and-cheese-crisps-140g-5000328019376-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073757",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073756&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073756",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max strong jalape o and cheese crisps 140g walkers 5000328019376 crisp 5000328019376 default blend default cheesy crinkle and ridge cut crisps potato crisps sharing bags 1073756 walkers max strong jalape o and cheese crisps 140g 5000328019376 walkers https crisps biz product walkers max strong jalapeno and cheese crisps 140g cheesy crinkle and ridge cut crisps potato crisps sharing bags walkers max strong jalapeno and cheese crisps 140g no blend 140 3 4 2 4285714285714 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheesy crisps crinkle cut crisps crisps potato crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a0813e79ffc71f7eb33baea1573a5630f079760e978360cefa30533090ca92c5"
            }
        },
        {
            "product_id": "1073759",
            "name": "Walkers French Fries Variety Snacks, 20 x 18g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328019918",
            "sku": "CRISP-5000328019918",
            "slug": "walkers-french-fries-variety-snacks-20-x-18g",
            "short_description": "Twenty 18g bags of Walkers French Fries in three flavours, 360g in all: seven Ready Salted, six Cheese and Onion and seven Salt and Vinegar. Each bag is one serving, at 78 to 80 kcal.The pack says the snacks are suitable for vegetarians, with no artificial colours.Milk is in the Cheese and Onion bags, and the allergy advice says the snacks may contain cereals containing gluten and soya. Ready Salted and Salt and Vinegar use monosodium glutamate; Cheese and Onion does not.Allergens. Contains milk; may contain cereals containing gluten and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/",
            "product_json_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073759",
            "price": "7.20",
            "price_gbp": 7.2,
            "regular_price_gbp": 9,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 40,
                "weight_g": 18,
                "comparison_price_gbp": 40,
                "comparison_unit": "100g",
                "pack_label": "18g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 7.2
            },
            "price_per_100g_gbp": 40,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-20-x-18g/",
            "buy_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-20-x-18g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-20-x-18g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-20-x-18g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-20-x-18g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers French Fries Variety Snacks, 20 x 18g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073760",
                "attachment_id": 1073760,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 52635,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073760",
                    "attachment_id": 1073760,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073760",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073759",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073759",
                    "product_name": "Walkers French Fries Variety Snacks, 20 x 18g",
                    "gtin": "5000328019918",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/",
                    "sub_type": "Big multipacks, Crisps, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "walkers-french-fries-variety-snacks-20-x-18g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "18",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "7.2",
                    "price_per_100g_gbp": "40",
                    "price_tier": "premium",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073759",
                "product_json_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-20-x-18g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-20-x-18g/",
                "citation_anchor": "https://crisps.biz/product/walkers-french-fries-variety-snacks-20-x-18g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073759",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-20-x-18g-5000328019918-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073760",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073759&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073759",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers french fries variety snacks 20 x 18g walkers 5000328019918 crisp 5000328019918 default blend default big multipacks crisps puffs rings and shapes variety packs 1073759 walkers french fries variety snacks 20 x 18g 5000328019918 walkers https crisps biz product walkers french fries variety snacks 20 x 18g big multipacks crisps puffs rings and shapes variety packs walkers french fries variety snacks 20 x 18g no blend 18 7 2 40 premium default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps puffs rings and shapes crisp variety packs default premium 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "11f3169bd55442bc480e4ac72e47d696cb40e11027603c105b4b10f169c967e5"
            }
        },
        {
            "product_id": "1073762",
            "name": "Walkers Quavers Cheese Snacks, 20 x 16g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Cheesy",
                "Crisps",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328019949",
            "sku": "CRISP-5000328019949",
            "slug": "walkers-quavers-cheese-snacks-20-x-16g",
            "short_description": "Twenty 16g bags of Walkers Quavers Cheese, 320g in all: light, curly potato snacks made from potato starch, with a cheese flavour of whey powder, milk powder, cheese powder, flavouring, monosodium glutamate, garlic and lactic acid. The pack gives 86 kcal (359 kJ) and 0.34g of salt for each bag.The pack says there are no artificial colours or preservatives and that the snacks are suitable for vegetarians.Milk, soya, wheat and barley are on the list, and the allergy advice says the snacks may contain celery and mustard. This is the largest Quavers pack we stock.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/",
            "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073762",
            "price": "5.60",
            "price_gbp": 5.6,
            "regular_price_gbp": 7,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 35,
                "weight_g": 16,
                "comparison_price_gbp": 35,
                "comparison_unit": "100g",
                "pack_label": "16g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 5.6
            },
            "price_per_100g_gbp": 35,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-20-x-16g/",
            "buy_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-20-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-20-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-20-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-20-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Quavers Cheese Snacks, 20 x 16g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073763",
                "attachment_id": 1073763,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34749,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073763",
                    "attachment_id": 1073763,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073763",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073762",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073762",
                    "product_name": "Walkers Quavers Cheese Snacks, 20 x 16g",
                    "gtin": "5000328019949",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/",
                    "sub_type": "Big multipacks, Cheesy, Crisps, Puffs, rings and shapes",
                    "variant_or_style": "walkers-quavers-cheese-snacks-20-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "5.6",
                    "price_per_100g_gbp": "35",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073762",
                "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-20-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-20-x-16g/",
                "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-20-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073762",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-20-x-16g-5000328019949-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073763",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073762&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073762",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
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                    "catalogue_audit_product_meta_when_imported",
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                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                    "canonical_image_url",
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                    "checkout_url"
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        },
        {
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            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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            ],
            "categories": [
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                "Cheesy",
                "Crisps",
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                "Puffs, rings and shapes"
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            "category_entities": [
                {
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                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2103,
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                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
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                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073768",
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                "comparison_price_gbp": 43.63636363636363,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 7.2
            },
            "price_per_100g_gbp": 43.63636363636363,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack-600x600.avif",
            "image": {
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                "alt_text": "Walkers Wotsits Really Cheesy Snacks, 20 x 16.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073769",
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                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-really-cheesy-snacks-20-x-16-5g-5000328020037-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49799,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
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                },
                "image_truth": {
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                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073769",
                    "attachment_id": 1073769,
                    "source": {
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
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                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                        "version": null
                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073769",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-20-x-16-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
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                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073768",
                "same_brand_products": [
                    {
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                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
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                            "source": "crisps.biz curator rating",
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                    },
                    {
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                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
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                    },
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                        "brand": "Walkers",
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                    },
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                            "note": null,
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                            "note": null,
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "note": null,
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                    },
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                            "note": null,
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                "linked_wiki_topics": [],
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                    "_crisps_catalogue_{field}",
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                    "linked_wiki_topic_count": 0,
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073768",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers wotsits really cheesy snacks 20 x 16 5g walkers 5000328020037 crisp 5000328020037 default blend default big multipacks cheesy crisps popped and baked puffs rings and shapes 1073768 walkers wotsits really cheesy snacks 20 x 16 5g 5000328020037 walkers https crisps biz product walkers wotsits really cheesy snacks 20 x 16 5g big multipacks cheesy crisps popped and baked puffs rings and shapes walkers wotsits really cheesy snacks 20 x 16 5g no blend 16 5 7 2 43 636363636364 premium default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks cheesy crisps crisps popped and baked crisps puffs rings and shapes default premium 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7aba583f9349167d992f37f782e4cc1f4d2da2ff4ed24a9e969839ed6eea16dd"
            }
        },
        {
            "product_id": "1073773",
            "name": "Walkers Meaty Variety Crisps, 20 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328020068",
            "sku": "CRISP-5000328020068",
            "slug": "walkers-meaty-variety-crisps-20-x-25g",
            "short_description": "Twenty 25g bags of Walkers, five each of Smoky Bacon, Roast Chicken, Prawn Cocktail and Cheese and Onion, 500g in all. It is four weeks of weekday lunches in savoury flavours, and none of them contains meat or fish: the pack says all are suitable for vegetarians.Milk is in the cheese and onion and the sweetener sucralose in the prawn cocktail. The published listing marks the box for recycling.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073773",
            "price": "7.20",
            "price_gbp": 7.2,
            "regular_price_gbp": 9,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 28.8,
                "weight_g": 25,
                "comparison_price_gbp": 28.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 7.2
            },
            "price_per_100g_gbp": 28.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-20-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-20-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-20-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-meaty-variety-crisps-20-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-meaty-variety-crisps-20-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Meaty Variety Crisps, 20 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073774",
                "attachment_id": 1073774,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 69525,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073774",
                    "attachment_id": 1073774,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073774",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073773",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073773",
                    "product_name": "Walkers Meaty Variety Crisps, 20 x 25g",
                    "gtin": "5000328020068",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/",
                    "sub_type": "Big multipacks, Crisps, Potato crisps, Variety packs",
                    "variant_or_style": "walkers-meaty-variety-crisps-20-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "7.2",
                    "price_per_100g_gbp": "28.8",
                    "price_tier": "premium",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073773",
                "product_json_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-20-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-meaty-variety-crisps-20-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-meaty-variety-crisps-20-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073773",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-20-x-25g-5000328020068-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073774",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073773&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073773",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers meaty variety crisps 20 x 25g walkers 5000328020068 crisp 5000328020068 default blend default big multipacks crisps potato crisps variety packs 1073773 walkers meaty variety crisps 20 x 25g 5000328020068 walkers https crisps biz product walkers meaty variety crisps 20 x 25g big multipacks crisps potato crisps variety packs walkers meaty variety crisps 20 x 25g no blend 25 7 2 28 8 premium default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps potato crisps crisp variety packs default premium 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "db434918f1c37d821cfcd97c64143c5c7b5e5708ba21c075b1a9e19030c026f7"
            }
        },
        {
            "product_id": "1073778",
            "name": "Walkers Classic Variety Crisps, 20 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328020112",
            "sku": "CRISP-5000328020112",
            "slug": "walkers-classic-variety-crisps-20-x-25g",
            "short_description": "Twenty 25g bags of Walkers, five each of Cheese and Onion, Ready Salted, Salt and Vinegar and Prawn Cocktail, 500g in all. It is four weeks of weekday lunches in one box, with a nutrition panel for every flavour.Milk is in the cheese and onion seasoning and the sweetener sucralose is in the prawn cocktail. The pack says all the crisps are suitable for vegetarians with no added MSG, and it marks the box as recyclable.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073778",
            "price": "7.20",
            "price_gbp": 7.2,
            "regular_price_gbp": 9,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 28.8,
                "weight_g": 25,
                "comparison_price_gbp": 28.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 7.2
            },
            "price_per_100g_gbp": 28.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-20-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-20-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-20-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-20-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-20-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Classic Variety Crisps, 20 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073779",
                "attachment_id": 1073779,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 72352,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073779",
                    "attachment_id": 1073779,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073779",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.organic.sustainability": {
                        "claim_type": "sustainability",
                        "risk_level": "medium",
                        "evidence_strength": "brand_or_certification_provenance",
                        "allowed_wording": [
                            "Organic, ethical or sustainability statements must be tied to brand/certification evidence or phrased as positioning."
                        ],
                        "disallowed_wording": [
                            "proven healthier",
                            "zero impact",
                            "fully sustainable"
                        ],
                        "maps_live_strings": [
                            "compostable",
                            "plastic-free",
                            "plastic free",
                            "B Corp",
                            "Rainforest Alliance",
                            "FSC",
                            "Fairtrade"
                        ],
                        "governance_note": "Certification and packaging claims require brand/certification provenance and should avoid absolute disposal guarantees.",
                        "allowed_surfaces": [
                            "brand",
                            "wiki",
                            "product"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.organic.sustainability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073778",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073778",
                    "product_name": "Walkers Classic Variety Crisps, 20 x 25g",
                    "gtin": "5000328020112",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/",
                    "sub_type": "Big multipacks, Crisps, Potato crisps, Variety packs",
                    "variant_or_style": "walkers-classic-variety-crisps-20-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "7.2",
                    "price_per_100g_gbp": "28.8",
                    "price_tier": "premium",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073778",
                "product_json_route": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-20-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-20-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-classic-variety-crisps-20-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073778",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-20-x-25g-5000328020112-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073779",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073778&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073778",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers classic variety crisps 20 x 25g walkers 5000328020112 crisp 5000328020112 default blend default big multipacks crisps potato crisps variety packs 1073778 walkers classic variety crisps 20 x 25g 5000328020112 walkers https crisps biz product walkers classic variety crisps 20 x 25g big multipacks crisps potato crisps variety packs walkers classic variety crisps 20 x 25g no blend 25 7 2 28 8 premium default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps potato crisps crisp variety packs default premium 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "2fb5f5beddc20f5cb3f8a46b2f104e5d8eeca8bd3a0dd023b096bcf893c613b6"
            }
        },
        {
            "product_id": "1073784",
            "name": "Doritos Tangy Cheese Tortilla Chips, 44g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Single bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328023892",
            "sku": "CRISP-5000328023892",
            "slug": "doritos-tangy-cheese-tortilla-chips-44g",
            "short_description": "A 44g grab bag of Doritos Tangy Cheese, corn tortilla chips with an orange, cheese dusted seasoning. The pack gives 211 kcal and 0.39g of salt for the whole bag, which it counts as one serving.The seasoning builds its cheese from whey, buttermilk, cheese and skimmed milk powders, with no MSG listed. The listing says the chips are suitable for vegetarians, with no artificial colours or flavours.Allergens. Contains milk; may contain cereals containing gluten and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/",
            "product_json_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073784",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.545454545454546,
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                "comparison_price_gbp": 4.545454545454546,
                "comparison_unit": "100g",
                "pack_label": "44g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.545454545454546,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-44g/",
            "buy_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-44g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-44g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-44g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-44g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Tangy Cheese Tortilla Chips, 44g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073785",
                "attachment_id": 1073785,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39754,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073785",
                    "attachment_id": 1073785,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-44g-5000328023892-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073785",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "orange",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "orange",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073784",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Doritos Tangy Cheese Tortilla Chips, 44g",
                    "gtin": "5000328023892",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/",
                    "sub_type": "Cheesy, Crisps, Single bags, Tortilla chips",
                    "variant_or_style": "doritos-tangy-cheese-tortilla-chips-44g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "44",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "4.5454545454545",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "orange",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "single-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "orange"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073784",
                "product_json_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-44g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-44g/",
                "citation_anchor": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-44g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073784",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
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                "image_record_id": "wp-attachment-1073785",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073784&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073784",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                    "citation_anchor",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
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            ],
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            ],
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            "product_json_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/.md",
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            "regular_price_gbp": 2.5,
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                "serving_unit": null,
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                "comparison_unit": "100g",
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                "price_gbp": 2
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-44g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-44g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-44g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-44g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Cool Original Tortilla Chips, 44g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073787",
                "attachment_id": 1073787,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40307,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073787",
                    "attachment_id": 1073787,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073787",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073786",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073786",
                    "product_name": "Doritos Cool Original Tortilla Chips, 44g",
                    "gtin": "5000328023922",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Single bags, Tortilla chips",
                    "variant_or_style": "doritos-cool-original-tortilla-chips-44g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "44",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.5454545454545",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "single-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073786",
                "product_json_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-44g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-44g/",
                "citation_anchor": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-44g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073786",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-44g-5000328023922-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073786&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073786",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d564a0ab0e0bf9b9a363110ec496750a2db51a3e5cc0bcc30dbaecbb1b48e3e7"
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        },
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                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
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                "Single bags",
                "Tortilla chips"
            ],
            "category_entities": [
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
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                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2112,
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                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
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                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/",
            "product_json_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/.md",
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            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 4.545454545454546,
                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.545454545454546,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-44g/",
            "buy_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-44g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-44g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-44g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-44g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-44g-5000328023953-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-44g-5000328023953-front-of-pack.jpg.json",
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                "filename": "www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-44g-5000328023953-front-of-pack-600x600.avif",
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                "format": "avif",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
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                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
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                    },
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                    "attachment_id": 1073789,
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-44g-5000328023953-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073789",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073788",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073788",
                    "product_name": "Doritos Chilli Heatwave Tortilla Chips, 44g",
                    "gtin": "5000328023953",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/",
                    "sub_type": "Crisps, Hot and spicy, Single bags, Tortilla chips",
                    "variant_or_style": "doritos-chilli-heatwave-tortilla-chips-44g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "44",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.5454545454545",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "single-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073788",
                "product_json_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-44g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-44g/",
                "citation_anchor": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-44g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073788",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-44g-5000328023953-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073789",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073788&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073788",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos chilli heatwave tortilla chips 44g doritos 5000328023953 crisp 5000328023953 default blend default crisps hot and spicy single bags tortilla chips 1073788 doritos chilli heatwave tortilla chips 44g 5000328023953 doritos https crisps biz product doritos chilli heatwave tortilla chips 44g crisps hot and spicy single bags tortilla chips doritos chilli heatwave tortilla chips 44g no blend 44 2 4 5454545454545 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps spicy crisps single bags tortilla chips default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c2441fcad066baa20116f437759ba63ed354b03827be40377018ceb71760f2f9"
            }
        },
        {
            "product_id": "1073790",
            "name": "Walkers Sensations Mature Cheddar and Chilli Chutney Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328025469",
            "sku": "CRISP-5000328025469",
            "slug": "walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Sensations Mature Cheddar and Chilli Chutney: thicker cut potato crisps with a seasoning of cheese powder, whey, buttermilk, sugar and chutney spices, with cayenne, ginger, cassia and clove. The pack gives 146 kcal and 0.2g of salt for each 30g serving and says the bag holds five servings.The pack describes creamy, aged cheddar first, then warm chutney spices, then a sweet heat. It says the crisps are suitable for vegetarians, with no artificial colours and no added MSG.Milk is in the seasoning, in the whey permeate, the flavourings, the buttermilk and the cheese powder, and the allergy advice says the crisps may contain wheat, gluten, barley, soya, celery and mustard.Allergens. Contains milk; may contain celery, cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073790",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2666666666666666,
                "weight_g": 150,
                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.2666666666666666,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Mature Cheddar and Chilli Chutney Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073791",
                "attachment_id": 1073791,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37522,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073791",
                    "attachment_id": 1073791,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073791",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073790",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073790",
                    "product_name": "Walkers Sensations Mature Cheddar and Chilli Chutney Crisps, 150g",
                    "gtin": "5000328025469",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
                    "sub_type": "Cheesy, Crisps, Potato crisps, Sharing bags",
                    "variant_or_style": "walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.2666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073790",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073790",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mature-cheddar-and-chilli-chutney-crisps-150g-5000328025469-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073791",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073790&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073790",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations mature cheddar and chilli chutney crisps 150g walkers 5000328025469 crisp 5000328025469 default blend default cheesy crisps potato crisps sharing bags 1073790 walkers sensations mature cheddar and chilli chutney crisps 150g 5000328025469 walkers https crisps biz product walkers sensations mature cheddar and chilli chutney crisps 150g cheesy crisps potato crisps sharing bags walkers sensations mature cheddar and chilli chutney crisps 150g no blend 150 3 4 2 2666666666667 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheesy crisps crisps potato crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c1e54cc36727da92d255fd72c414a5bff854263ba201f03a245f3c0d10cbc4f0"
            }
        },
        {
            "product_id": "1073795",
            "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328026282",
            "sku": "CRISP-5000328026282",
            "slug": "doritos-extra-flamin-hot-tortilla-chips-163g",
            "short_description": "A 163g sharing bag of Doritos Extra Flamin' Hot, corn tortilla chips with a smoky, sharp and properly hot seasoning. The label suggests five to six servings, gives 144 kcal for a 30g serving and advises finishing an opened bag within three days.The seasoning uses sugar, citric and malic acid, garlic, onion, smoked paprika, jalapeño pepper powder, spices and herbs, with monosodium glutamate. No allergens are highlighted in the ingredients, and the pack says the chips are suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "product_json_route": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073795",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.085889570552147,
                "weight_g": 163,
                "comparison_price_gbp": 2.085889570552147,
                "comparison_unit": "100g",
                "pack_label": "163g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.085889570552147,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "buy_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Extra Flamin Hot Tortilla Chips, 163g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073796",
                "attachment_id": 1073796,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41612,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073796",
                    "attachment_id": 1073796,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073796",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073795",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073795",
                    "product_name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                    "gtin": "5000328026282",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                    "sub_type": "Crisps, Hot and spicy, Sharing bags, Tortilla chips",
                    "variant_or_style": "doritos-extra-flamin-hot-tortilla-chips-163g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "163",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.0858895705521",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073795",
                "product_json_route": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-extra-flamin-hot-tortilla-chips-163g/",
                "citation_anchor": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073795",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-extra-flamin-hot-tortilla-chips-163g-5000328026282-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073796",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073795&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073795",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos extra flamin hot tortilla chips 163g doritos 5000328026282 crisp 5000328026282 default blend default crisps hot and spicy sharing bags tortilla chips 1073795 doritos extra flamin hot tortilla chips 163g 5000328026282 doritos https crisps biz product doritos extra flamin hot tortilla chips 163g crisps hot and spicy sharing bags tortilla chips doritos extra flamin hot tortilla chips 163g no blend 163 3 4 2 0858895705521 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps spicy crisps sharing bags tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3449e98f49fa2e057ccb4024ba4dedaf05ef9f2dfedfb7378f87688d06d2a03c"
            }
        },
        {
            "product_id": "1073801",
            "name": "Cheetos Cheese Puffs, 6 x 13g",
            "brand": "Cheetos",
            "brand_entities": [
                {
                    "term_id": 2168,
                    "name": "Cheetos",
                    "slug": "cheetos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheetos/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328027111",
            "sku": "CRISP-5000328027111",
            "slug": "cheetos-cheese-puffs-6-x-13g",
            "short_description": "A six bag multipack of Cheetos Cheese Puffs, 13g each: curly corn puffs made from corn and rapeseed oil, with a cheese flavour of whey permeate, dried cheese, cheese solids and dairy solids. The pack says made of corn, not fried, and 64 kcal per pack.The pack says the puffs are suitable for vegetarians, with no artificial colours or preservatives.Milk is in the cheese flavour, and the allergy advice says the puffs may contain soya, wheat, barley, gluten, celery and mustard.Allergens. Contains milk; may contain celery, cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/",
            "product_json_route": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/.json",
            "product_markdown_route": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073801",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 18.46153846153846,
                "weight_g": 13,
                "comparison_price_gbp": 18.46153846153846,
                "comparison_unit": "100g",
                "pack_label": "13g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 18.46153846153846,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/cheetos-cheese-puffs-6-x-13g/",
            "buy_url": "https://crisps.biz/buy/cheetos-cheese-puffs-6-x-13g/",
            "human_purchase_url": "https://crisps.biz/buy/cheetos-cheese-puffs-6-x-13g/",
            "buy_card_route": "https://crisps.biz/buy-card/cheetos-cheese-puffs-6-x-13g/",
            "buy_card_url": "https://crisps.biz/buy-card/cheetos-cheese-puffs-6-x-13g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Cheetos Cheese Puffs, 6 x 13g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073802",
                "attachment_id": 1073802,
                "relative_upload_path": "2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44193,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073802",
                    "attachment_id": 1073802,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073802",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2168,
                    "name": "Cheetos",
                    "slug": "cheetos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheetos/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073801",
                "same_brand_products": [
                    {
                        "product_id": "1073885",
                        "name": "Cheetos Twisted Sweet and Spicy Snacks, 120g",
                        "brand": "Cheetos",
                        "gtin": "5000328035765",
                        "sku": "CRISP-5000328035765",
                        "canonical_product_url": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                        "checkout_url": "https://crisps.biz/buy/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073801",
                    "product_name": "Cheetos Cheese Puffs, 6 x 13g",
                    "gtin": "5000328027111",
                    "brand": "Cheetos",
                    "product_url": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "cheetos-cheese-puffs-6-x-13g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "13",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "18.461538461538",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Cheetos",
                    "brand_slugs": [
                        "cheetos"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073801",
                "product_json_route": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/.json",
                "product_markdown_route": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/.md",
                "checkout_url": "https://crisps.biz/buy/cheetos-cheese-puffs-6-x-13g/",
                "buy_card_route": "https://crisps.biz/buy-card/cheetos-cheese-puffs-6-x-13g/",
                "citation_anchor": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073801",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-cheese-puffs-6-x-13g-5000328027111-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073802",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073801&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073801",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " cheetos cheese puffs 6 x 13g cheetos 5000328027111 crisp 5000328027111 default blend default cheesy crisps multipacks puffs rings and shapes 1073801 cheetos cheese puffs 6 x 13g 5000328027111 cheetos https crisps biz product cheetos cheese puffs 6 x 13g cheesy crisps multipacks puffs rings and shapes cheetos cheese puffs 6 x 13g no blend 13 2 4 18 461538461538 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 cheetos cheetos cheesy crisps crisps crisp multipacks puffs rings and shapes default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "195d765c92b3a07be135cf7127a329850ec8d8a940e820f3e2e0c4f01cb6c0b9"
            }
        },
        {
            "product_id": "1073807",
            "name": "Smiths Frazzles Bacon Snacks, 6 x 20g",
            "brand": "Smiths",
            "brand_entities": [
                {
                    "term_id": 2169,
                    "name": "Smiths",
                    "slug": "smiths",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/smiths/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Popped and baked",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328027685",
            "sku": "CRISP-5000328027685",
            "slug": "smiths-frazzles-bacon-snacks-6-x-20g",
            "short_description": "A six bag multipack of Smiths Frazzles Crispy Bacon, 20g each: rippled corn snacks, striped like rashers of streaky bacon, made from corn and rapeseed oil with a bacon seasoning of salt, hydrolysed vegetable protein, flavour enhancers, yeast, smoked maltodextrin and carob flour. The pack says baked not fried, and 97 kcal per pack.There is no bacon on the list: the pack says the snacks are suitable for vegetarians, with no artificial preservatives. MSG is on the list.Milk and soya are in the seasoning, and the allergy advice says the snacks may contain celery, cereals containing gluten and mustard.Allergens. Contains milk and soya; may contain celery, cereals containing gluten and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073807",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 11.000000000000002,
                "weight_g": 20,
                "comparison_price_gbp": 11.000000000000002,
                "comparison_unit": "100g",
                "pack_label": "20g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 11.000000000000002,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/smiths-frazzles-bacon-snacks-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/smiths-frazzles-bacon-snacks-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Smiths Frazzles Bacon Snacks, 6 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073808",
                "attachment_id": 1073808,
                "relative_upload_path": "2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41808,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073808",
                    "attachment_id": 1073808,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073808",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2169,
                    "name": "Smiths",
                    "slug": "smiths",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/smiths/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073807",
                "same_brand_products": [
                    {
                        "product_id": "1074063",
                        "name": "Smiths Frazzles Bacon Snacks, 120g",
                        "brand": "Smiths",
                        "gtin": "5000328334196",
                        "sku": "CRISP-5000328334196",
                        "canonical_product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/",
                        "checkout_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-120g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073807",
                    "product_name": "Smiths Frazzles Bacon Snacks, 6 x 20g",
                    "gtin": "5000328027685",
                    "brand": "Smiths",
                    "product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Popped and baked, Puffs, rings and shapes",
                    "variant_or_style": "smiths-frazzles-bacon-snacks-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "11",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Smiths",
                    "brand_slugs": [
                        "smiths"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073807",
                "product_json_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/smiths-frazzles-bacon-snacks-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073807",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-6-x-20g-5000328027685-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073808",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073807&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073807",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " smiths frazzles bacon snacks 6 x 20g smiths 5000328027685 crisp 5000328027685 default blend default crisps meaty multipacks popped and baked puffs rings and shapes 1073807 smiths frazzles bacon snacks 6 x 20g 5000328027685 smiths https crisps biz product smiths frazzles bacon snacks 6 x 20g crisps meaty multipacks popped and baked puffs rings and shapes smiths frazzles bacon snacks 6 x 20g no blend 20 2 2 11 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 smiths smiths crisps meaty crisps crisp multipacks popped and baked crisps puffs rings and shapes default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "832430db7b7f2709406c695544d3c707eefd7b6ce76e416c7b7f3d3c0159dd9b"
            }
        },
        {
            "product_id": "1073811",
            "name": "Doritos Cool Original Tortilla Chips, 180g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328028613",
            "sku": "CRISP-5000328028613",
            "slug": "doritos-cool-original-tortilla-chips-180g",
            "short_description": "A 180g sharing bag of Doritos Cool Original, corn tortilla chips with a cool, tangy, herby seasoning. The label counts six 30g servings of 144 kcal each and advises finishing an opened bag within three days.The seasoning uses salt, dairy flavouring, malic acid, sodium acetates, citric acid, onion, garlic, tomato and cheese powder, with MSG. The pack says the chips are suitable for vegetarians, with no artificial colours or flavours; milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
            "product_json_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073811",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8888888888888888,
                "weight_g": 180,
                "comparison_price_gbp": 1.8888888888888888,
                "comparison_unit": "100g",
                "pack_label": "180g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.8888888888888888,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
            "buy_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-180g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-180g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Cool Original Tortilla Chips, 180g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073812",
                "attachment_id": 1073812,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37476,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073812",
                    "attachment_id": 1073812,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073812",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073811",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073811",
                    "product_name": "Doritos Cool Original Tortilla Chips, 180g",
                    "gtin": "5000328028613",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Sharing bags, Tortilla chips",
                    "variant_or_style": "doritos-cool-original-tortilla-chips-180g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "180",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "1.8888888888889",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073811",
                "product_json_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-180g/",
                "citation_anchor": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073811",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-180g-5000328028613-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073812",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073811&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073811",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos cool original tortilla chips 180g doritos 5000328028613 crisp 5000328028613 default blend default crisps ready salted and sea salt sharing bags tortilla chips 1073811 doritos cool original tortilla chips 180g 5000328028613 doritos https crisps biz product doritos cool original tortilla chips 180g crisps ready salted and sea salt sharing bags tortilla chips doritos cool original tortilla chips 180g no blend 180 3 4 1 8888888888889 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps ready salted crisps sharing bags tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "2797666a12fd8ac93f9ca18cc1177112898cc98e9cabc5bde777a20c36645a7e"
            }
        },
        {
            "product_id": "1073817",
            "name": "Walkers Sensations Thai Sweet Chilli Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328028873",
            "sku": "CRISP-5000328028873",
            "slug": "walkers-sensations-thai-sweet-chilli-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Sensations Thai Sweet Chilli: thicker cut potato crisps with a seasoning of sugar, soya sauce powder, fructose, onion, red chilli flakes, garlic, parsley, tomato and red pepper. The pack gives 147 kcal and 0.19g of salt for each 30g serving and says the bag holds five servings.The pack describes sweet onion and a touch of chilli first, then fragrant herbs, then a sweet heat. It says the crisps are suitable for vegetarians, with no artificial colours and no added MSG.Soya and wheat are in the seasoning, in the soya sauce powder and the hydrolysed vegetable protein, and the allergy advice says the crisps may contain milk, gluten, barley, celery and mustard.Allergens. Contains cereals containing gluten and soya; may contain celery, milk and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073817",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2666666666666666,
                "weight_g": 150,
                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.2666666666666666,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Thai Sweet Chilli Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073818",
                "attachment_id": 1073818,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38172,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073818",
                    "attachment_id": 1073818,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073818",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073817",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073817",
                    "product_name": "Walkers Sensations Thai Sweet Chilli Crisps, 150g",
                    "gtin": "5000328028873",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/",
                    "sub_type": "Crisps, Potato crisps, Sharing bags, Sweet and savoury",
                    "variant_or_style": "walkers-sensations-thai-sweet-chilli-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.2666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073817",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073817",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-150g-5000328028873-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073818",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073817&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073817",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations thai sweet chilli crisps 150g walkers 5000328028873 crisp 5000328028873 default blend default crisps potato crisps sharing bags sweet and savoury 1073817 walkers sensations thai sweet chilli crisps 150g 5000328028873 walkers https crisps biz product walkers sensations thai sweet chilli crisps 150g crisps potato crisps sharing bags sweet and savoury walkers sensations thai sweet chilli crisps 150g no blend 150 3 4 2 2666666666667 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps sharing bags sweet and savoury crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7c4af1f12d3db1f8c6f25b346bae887100ef3927f9bc1e2191b8d8bd6b524243"
            }
        },
        {
            "product_id": "1073823",
            "name": "Walkers Sensations Thai Sweet Chilli Crisps, 40g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Single bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328028941",
            "sku": "CRISP-5000328028941",
            "slug": "walkers-sensations-thai-sweet-chilli-crisps-40g",
            "short_description": "A 40g bag of Walkers Sensations Thai Sweet Chilli, one serving: thicker cut potato crisps with a seasoning of sugar, soya sauce powder, fructose, onion, red chilli flakes, garlic, parsley, tomato and red pepper. The pack gives 195 kcal (816 kJ) and 0.26g of salt for the bag.The pack describes sweet onion and a touch of chilli first, then fragrant herbs, then a sweet heat. It says the crisps are suitable for vegetarians, with no artificial colours and no added MSG.Soya and wheat are in the seasoning, and the allergy advice says the crisps may contain milk, gluten, barley, celery and mustard. The recipe and the figures per 100g are the same as the 150g sharing bag.Allergens. Contains cereals containing gluten and soya; may contain celery, milk and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-40g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073823",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5,
                "weight_g": 40,
                "comparison_price_gbp": 5,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Thai Sweet Chilli Crisps, 40g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073824",
                "attachment_id": 1073824,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38020,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073824",
                    "attachment_id": 1073824,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-40g-5000328028941-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073824",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073823",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
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                            "rating": 4,
                            "rating_scale": "0-5",
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                        }
                    },
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                    },
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                    },
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                            "note": null,
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                    },
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                    "_crisps_catalogue_{field}",
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            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations thai sweet chilli crisps 40g walkers 5000328028941 crisp 5000328028941 default blend default crisps potato crisps single bags sweet and savoury 1073823 walkers sensations thai sweet chilli crisps 40g 5000328028941 walkers https crisps biz product walkers sensations thai sweet chilli crisps 40g crisps potato crisps single bags sweet and savoury walkers sensations thai sweet chilli crisps 40g no blend 40 2 5 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps single bags sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "84d8d447ddb1dac4f0a53ccaa5ffbb9fd74a1614ed1864e0c393085845650db3"
            }
        },
        {
            "product_id": "1073829",
            "name": "Walkers Sensations Thai Sweet Chilli Crisps, 5 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328028972",
            "sku": "CRISP-5000328028972",
            "slug": "walkers-sensations-thai-sweet-chilli-crisps-5-x-25g",
            "short_description": "Five 25g bags of Walkers Sensations Thai Sweet Chilli, 125g in all: thicker cut potato crisps with a seasoning of sugar, soya sauce powder, fructose, onion, red chilli flakes, garlic, parsley, tomato and red pepper. The pack gives 122 kcal (510 kJ) and 0.16g of salt for each bag.The pack describes sweet onion and a touch of chilli first, then fragrant herbs, then a sweet heat. It says the crisps are suitable for vegetarians, with no artificial colours and no added MSG.Soya and wheat are in the seasoning, and the allergy advice says the crisps may contain milk, gluten, barley, celery and mustard. Each bag is one serving.Allergens. Contains cereals containing gluten and soya; may contain celery, milk and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073829",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
                "weight_g": 25,
                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Thai Sweet Chilli Crisps, 5 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073830",
                "attachment_id": 1073830,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38631,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073830",
                    "attachment_id": 1073830,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073830",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073829",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5000328028972",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Sweet and savoury",
                    "variant_or_style": "walkers-sensations-thai-sweet-chilli-crisps-5-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073829",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-crisps-5-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073829",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-crisps-5-x-25g-5000328028972-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073830",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073829&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073829",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations thai sweet chilli crisps 5 x 25g walkers 5000328028972 crisp 5000328028972 default blend default crisps multipacks potato crisps sweet and savoury 1073829 walkers sensations thai sweet chilli crisps 5 x 25g 5000328028972 walkers https crisps biz product walkers sensations thai sweet chilli crisps 5 x 25g crisps multipacks potato crisps sweet and savoury walkers sensations thai sweet chilli crisps 5 x 25g no blend 25 3 12 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks potato crisps sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "6a92535f544af3ed18cc7c8405e73ff0b530db092f90063a4da3ad8f657ab03e"
            }
        },
        {
            "product_id": "1073835",
            "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328029146",
            "sku": "CRISP-5000328029146",
            "slug": "doritos-chilli-heatwave-tortilla-chips-180g",
            "short_description": "A 180g sharing bag of Doritos Chilli Heatwave, corn tortilla chips with a sweet chilli seasoning and real cayenne heat. The label counts six 30g servings of 144 kcal each and advises finishing an opened bag within three days.The seasoning uses sugar, flavourings, MSG and disodium guanylate, garlic, paprika, onion and cayenne pepper. No allergens are highlighted in the ingredients, and the pack says the chips are suitable for vegetarians, with no artificial colours or flavours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
            "product_json_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073835",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8888888888888888,
                "weight_g": 180,
                "comparison_price_gbp": 1.8888888888888888,
                "comparison_unit": "100g",
                "pack_label": "180g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.8888888888888888,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
            "buy_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-180g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-180g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Chilli Heatwave Tortilla Chips, 180g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073836",
                "attachment_id": 1073836,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35888,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073836",
                    "attachment_id": 1073836,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073836",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073835",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073835",
                    "product_name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                    "gtin": "5000328029146",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                    "sub_type": "Crisps, Hot and spicy, Sharing bags, Tortilla chips",
                    "variant_or_style": "doritos-chilli-heatwave-tortilla-chips-180g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "180",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "1.8888888888889",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073835",
                "product_json_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-180g/",
                "citation_anchor": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073835",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-180g-5000328029146-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073836",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073835&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073835",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos chilli heatwave tortilla chips 180g doritos 5000328029146 crisp 5000328029146 default blend default crisps hot and spicy sharing bags tortilla chips 1073835 doritos chilli heatwave tortilla chips 180g 5000328029146 doritos https crisps biz product doritos chilli heatwave tortilla chips 180g crisps hot and spicy sharing bags tortilla chips doritos chilli heatwave tortilla chips 180g no blend 180 3 4 1 8888888888889 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps spicy crisps sharing bags tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9559132a6f984fa5773408b3f93fd57df8df5c05a5d32932fffe7ce0624a3641"
            }
        },
        {
            "product_id": "1073841",
            "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Sharing bags",
                "Sweet and savoury",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328031750",
            "sku": "CRISP-5000328031750",
            "slug": "doritos-bbq-sweet-tang-tortilla-chips-180g",
            "short_description": "A 180g sharing bag of Doritos BBQ Sweet Tang, corn tortilla chips with a sweet and smoky barbecue seasoning. The label divides the bag into six 30g servings of 144 kcal each and advises finishing an opened bag within three days.No milk ingredient is listed, and MSG is listed as a flavour enhancer. The listing says the chips are suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "product_json_route": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073841",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8888888888888888,
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                "comparison_price_gbp": 1.8888888888888888,
                "comparison_unit": "100g",
                "pack_label": "180g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.8888888888888888,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "buy_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos BBQ Sweet Tang Tortilla Chips, 180g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073842",
                "attachment_id": 1073842,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 53063,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073842",
                    "attachment_id": 1073842,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073842",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073841",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073841",
                    "product_name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                    "gtin": "5000328031750",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                    "sub_type": "Crisps, Sharing bags, Sweet and savoury, Tortilla chips",
                    "variant_or_style": "doritos-bbq-sweet-tang-tortilla-chips-180g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "180",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "1.8888888888889",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073841",
                "product_json_route": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                "citation_anchor": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073841",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-bbq-sweet-tang-tortilla-chips-180g-5000328031750-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073842",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073841&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073841",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos bbq sweet tang tortilla chips 180g doritos 5000328031750 crisp 5000328031750 default blend default crisps sharing bags sweet and savoury tortilla chips 1073841 doritos bbq sweet tang tortilla chips 180g 5000328031750 doritos https crisps biz product doritos bbq sweet tang tortilla chips 180g crisps sharing bags sweet and savoury tortilla chips doritos bbq sweet tang tortilla chips 180g no blend 180 3 4 1 8888888888889 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps sharing bags sweet and savoury crisps tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d443166102c0d0dea60e3f843d476c1146edf0d399eeee7d505bab2645fc5f64"
            }
        },
        {
            "product_id": "1073843",
            "name": "Walkers Heinz Tomato Ketchup Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
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            "sku": "CRISP-5000328031835",
            "slug": "walkers-heinz-tomato-ketchup-crisps-6-x-25g",
            "short_description": "Six 25g bags of Walkers Heinz Tomato Ketchup flavour crisps, 150g in all. The label gives 128 kcal and 0.17g of salt for each bag.The seasoning is built on sugar, flavourings, potassium chloride, salt, tomato powder and citric acid, with paprika extract for colour, on thin potato slices cooked in sunflower and rapeseed oil. The pack says the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073843",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
                "weight_g": 25,
                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073844",
                "attachment_id": 1073844,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42909,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073844",
                    "attachment_id": 1073844,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073844",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073843",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073843",
                    "product_name": "Walkers Heinz Tomato Ketchup Crisps, 6 x 25g",
                    "gtin": "5000328031835",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Tangy and umami",
                    "variant_or_style": "walkers-heinz-tomato-ketchup-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073843",
                "product_json_route": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-heinz-tomato-ketchup-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073843",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-heinz-tomato-ketchup-crisps-6-x-25g-5000328031835-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073843&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073843",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
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                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
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                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "taxonomy": "product_brand",
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                },
                {
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                },
                {
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                    "taxonomy": "product_cat",
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            ],
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            "product_json_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/.md",
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                "serving_unit": null,
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            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
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                "status": "instock",
                "is_in_stock": true,
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            "buy_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                        "max_width": 1200
                    },
                    "webp": {
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                        "max_width": 1200
                    },
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                },
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                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
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                    "attachment_id": 1073848,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g-5000328031866-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g-5000328031866-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073848",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073847",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Lea and Perrins Worcester Sauce Crisps, 6 x 25g",
                    "gtin": "5000328031866",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Tangy and umami",
                    "variant_or_style": "walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073847",
                "product_json_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073847",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-6-x-25g-5000328031866-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073847&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073847",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e2381348a4ffb93da0291e75bbcb4f2685029492fba98f3ed1b58c7fd27efd90"
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        },
        {
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                {
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                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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            ],
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            "category_entities": [
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2109,
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                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/.md",
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                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-45g-5000328031965-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-45g-5000328031965-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-45g-5000328031965-front-of-pack.jpg.json",
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                "file_size_bytes": 43033,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
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                    }
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                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
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                    },
                    "preferred": {
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                        "width": 600,
                        "height": 600,
                        "format": "avif",
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                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                        "version": null
                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
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                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073854",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
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                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
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                            "buy-card",
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                            "autonomous purchase",
                            "agent can add to basket"
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                            "final price guaranteed before checkout"
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                            "cheapest",
                            "remarkable value",
                            "premium at value"
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                            "products-json",
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
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                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "single-bags",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073853",
                "product_json_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/walkers-lea-and-perrins-worcester-sauce-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073853",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lea-and-perrins-worcester-sauce-crisps-45g-5000328031965-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073854",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073853&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073853",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers lea and perrins worcester sauce crisps 45g walkers 5000328031965 crisp 5000328031965 default blend default crisps potato crisps single bags tangy and umami 1073853 walkers lea and perrins worcester sauce crisps 45g 5000328031965 walkers https crisps biz product walkers lea and perrins worcester sauce crisps 45g crisps potato crisps single bags tangy and umami walkers lea and perrins worcester sauce crisps 45g no blend 45 2 4 4444444444444 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps single bags umami crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "daa459a86a35ed436db83494e52a517b0cd54f61954c428266df76c452b98bf1"
            }
        },
        {
            "product_id": "1073856",
            "name": "Sunbites Lightly Salted Wholegrain Crisps, 95g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328032719",
            "sku": "CRISP-5000328032719",
            "slug": "sunbites-lightly-salted-wholegrain-crisps-95g",
            "short_description": "A 95g sharing bag of Sunbites Lightly Salted: rippled chips made from four whole grains, corn, wheat, brown rice and oats, seasoned with sea salt. The label gives 119 kcal for a 25g serving and counts three to four portions in the bag.Wheat and oats are on the list. The listing says the chips are suitable for vegetarians and made with only natural flavours. The pack says 100% wholegrain.Allergens. Contains cereals containing gluten; may contain milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "product_json_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/.json",
            "product_markdown_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073856",
            "price": "2.60",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.736842105263158,
                "weight_g": 95,
                "comparison_price_gbp": 2.736842105263158,
                "comparison_unit": "100g",
                "pack_label": "95g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 2.736842105263158,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "buy_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "human_purchase_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "buy_card_route": "https://crisps.biz/buy-card/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "buy_card_url": "https://crisps.biz/buy-card/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Sunbites Lightly Salted Wholegrain Crisps, 95g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073857",
                "attachment_id": 1073857,
                "relative_upload_path": "2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36563,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073857",
                    "attachment_id": 1073857,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073857",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073856",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073856",
                    "product_name": "Sunbites Lightly Salted Wholegrain Crisps, 95g",
                    "gtin": "5000328032719",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "sunbites-lightly-salted-wholegrain-crisps-95g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "95",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "2.7368421052632",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073856",
                "product_json_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/.json",
                "product_markdown_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/.md",
                "checkout_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-95g/",
                "buy_card_route": "https://crisps.biz/buy-card/sunbites-lightly-salted-wholegrain-crisps-95g/",
                "citation_anchor": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-95g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073856",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-95g-5000328032719-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073857",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073856&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073856",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " sunbites lightly salted wholegrain crisps 95g walkers 5000328032719 crisp 5000328032719 default blend default crisps lentil pulse and veg ready salted and sea salt sharing bags 1073856 sunbites lightly salted wholegrain crisps 95g 5000328032719 walkers https crisps biz product sunbites lightly salted wholegrain crisps 95g crisps lentil pulse and veg ready salted and sea salt sharing bags sunbites lightly salted wholegrain crisps 95g no blend 95 2 6 2 7368421052632 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps lentil and veg crisps ready salted crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "579576cf841544bb9686361829a42a376eff3779707158851027de886d12f17f"
            }
        },
        {
            "product_id": "1073858",
            "name": "Walkers Roast Chicken Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000328034584",
            "sku": "CRISP-5000328034584",
            "slug": "walkers-roast-chicken-crisps-6-x-25g",
            "short_description": "Six 25g bags of Walkers Roast Chicken, 150g in all. The label gives 127 kcal and 0.16g of salt for each bag, and this multipack uses a different, lower salt seasoning from the single 45g bag: 0.65g of salt per 100g against 1.2g.The flavour comes from onion powder, dried sage and flavourings, balanced with sugar and potassium chloride. The pack says the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073858",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
                "weight_g": 25,
                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-roast-chicken-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-roast-chicken-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Roast Chicken Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073859",
                "attachment_id": 1073859,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44672,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073859",
                    "attachment_id": 1073859,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073859",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073858",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
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                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "country_of_origin": "blend",
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                    "packaging_type": "",
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                    "mouthfeel": "",
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                    "food_pairings": "",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
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                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073858",
                "product_json_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-roast-chicken-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-roast-chicken-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073858",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-6-x-25g-5000328034584-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073859",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073858&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073858",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers roast chicken crisps 6 x 25g walkers 5000328034584 crisp 5000328034584 default blend default crisps meaty multipacks potato crisps 1073858 walkers roast chicken crisps 6 x 25g 5000328034584 walkers https crisps biz product walkers roast chicken crisps 6 x 25g crisps meaty multipacks potato crisps walkers roast chicken crisps 6 x 25g no blend 25 3 12 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps meaty crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "19ed2fca5c9393e9c06e929202696a7974e7b52935ceeec4a331fb019bd5e516"
            }
        },
        {
            "product_id": "1073864",
            "name": "Walkers Roast Chicken Crisps, 45g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328034652",
            "sku": "CRISP-5000328034652",
            "slug": "walkers-roast-chicken-crisps-45g",
            "short_description": "A single 45g bag of Walkers Roast Chicken, the Sunday dinner flavour in crisp form. The label gives 230 kcal and 0.55g of salt for the bag.There is no chicken in the ingredients. The flavour is built from yeast powder, yeast extract, garlic, onion, dried sage and flavourings, and the pack says the crisps are suitable for vegetarians with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain celery, cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073864",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-roast-chicken-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-roast-chicken-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Roast Chicken Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073865",
                "attachment_id": 1073865,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40993,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073865",
                    "attachment_id": 1073865,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073865",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073864",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073864",
                    "product_name": "Walkers Roast Chicken Crisps, 45g",
                    "gtin": "5000328034652",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/",
                    "sub_type": "Crisps, Meaty, Potato crisps, Single bags",
                    "variant_or_style": "walkers-roast-chicken-crisps-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073864",
                "product_json_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-roast-chicken-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-roast-chicken-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/walkers-roast-chicken-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073864",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-roast-chicken-crisps-45g-5000328034652-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073865",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073864&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073864",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers roast chicken crisps 45g walkers 5000328034652 crisp 5000328034652 default blend default crisps meaty potato crisps single bags 1073864 walkers roast chicken crisps 45g 5000328034652 walkers https crisps biz product walkers roast chicken crisps 45g crisps meaty potato crisps single bags walkers roast chicken crisps 45g no blend 45 2 4 4444444444444 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps meaty crisps potato crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c88a39b98f60340ab3c4d4c293d3d509e610342e90b78f283de4dc9611258b84"
            }
        },
        {
            "product_id": "1073867",
            "name": "Walkers Sensations Roasted Chicken and Thyme Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328034775",
            "sku": "CRISP-5000328034775",
            "slug": "walkers-sensations-roasted-chicken-and-thyme-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Sensations Roasted Chicken and Thyme: thicker cut potato crisps with a roast chicken seasoning of flavourings containing thyme oil, sugar, onion, parsley, citric acid and white pepper. The pack gives 146 kcal and 0.2g of salt for each 30g serving and says the bag holds five servings.There is no chicken in the crisps: the roast flavour comes from flavourings, and the pack says they are suitable for vegetarians. It also says there are no artificial colours and no added MSG.No allergens are highlighted in the ingredients, but the allergy advice says the crisps may contain milk, wheat, gluten, barley, soya and mustard, and there is no gluten free claim.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073867",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2666666666666666,
                "weight_g": 150,
                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.2666666666666666,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Roasted Chicken and Thyme Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073868",
                "attachment_id": 1073868,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39810,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073868",
                    "attachment_id": 1073868,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073868",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073867",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "gtin": "5000328034775",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
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                    "variant_or_style": "walkers-sensations-roasted-chicken-and-thyme-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.2666666666667",
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                    "kosher": "",
                    "vegan": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073867",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-roasted-chicken-and-thyme-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073867",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-roasted-chicken-and-thyme-crisps-150g-5000328034775-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073868",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073867&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073867",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "344a9455ff0d31f6a775448d499ab3e0414f64c31aca48113531a0d7e86826dd"
            }
        },
        {
            "product_id": "1073873",
            "name": "Walkers Prawn Cocktail Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Prawn cocktail and seafood"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                }
            ],
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            "slug": "walkers-prawn-cocktail-crisps-6-x-25g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073873",
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            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-prawn-cocktail-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-prawn-cocktail-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-prawn-cocktail-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-prawn-cocktail-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-prawn-cocktail-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Prawn Cocktail Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073874",
                "attachment_id": 1073874,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42955,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073874",
                    "attachment_id": 1073874,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-prawn-cocktail-crisps-6-x-25g-5000328034966-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073874",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073873",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Walkers Prawn Cocktail Crisps, 6 x 25g",
                    "gtin": "5000328034966",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Prawn cocktail and seafood",
                    "variant_or_style": "walkers-prawn-cocktail-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
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                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
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                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
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                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "recommended_time_of_day": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "prawn-cocktail-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073873",
                "product_json_route": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-prawn-cocktail-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-prawn-cocktail-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-prawn-cocktail-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073873",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073873",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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            ],
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                },
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                },
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            ],
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            "product_json_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/.md",
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "price_source": "woocommerce_current_price",
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            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Salt and Vinegar Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073880",
                "attachment_id": 1073880,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41848,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073880",
                    "attachment_id": 1073880,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073880",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073879",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073879",
                    "product_name": "Walkers Salt and Vinegar Crisps, 6 x 25g",
                    "gtin": "5000328035369",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Salt and vinegar",
                    "variant_or_style": "walkers-salt-and-vinegar-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073879",
                "product_json_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073879",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-6-x-25g-5000328035369-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073880",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073879&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073879",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers salt and vinegar crisps 6 x 25g walkers 5000328035369 crisp 5000328035369 default blend default crisps multipacks potato crisps salt and vinegar 1073879 walkers salt and vinegar crisps 6 x 25g 5000328035369 walkers https crisps biz product walkers salt and vinegar crisps 6 x 25g crisps multipacks potato crisps salt and vinegar walkers salt and vinegar crisps 6 x 25g no blend 25 3 12 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks potato crisps salt and vinegar crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4b86f78681d6ea3c0123cfe8db025920a4a107cb4398dc3c79ca905805153303"
            }
        },
        {
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            "name": "Cheetos Twisted Sweet and Spicy Snacks, 120g",
            "brand": "Cheetos",
            "brand_entities": [
                {
                    "term_id": 2168,
                    "name": "Cheetos",
                    "slug": "cheetos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheetos/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328035765",
            "sku": "CRISP-5000328035765",
            "slug": "cheetos-twisted-sweet-and-spicy-snacks-120g",
            "short_description": "A 120g sharing bag of Cheetos Twisted Sweet and Spicy: twisted corn puffs made from corn and rapeseed oil, with a sweet and spicy flavour of sugar, fructose, soya sauce powder, onion, garlic and flavourings. The pack says made of corn, not fried. The label gives 160 kcal and 0.58g of salt for a 30g serving.The pack says the puffs are suitable for vegetarians, with no artificial preservatives. MSG is on the list.Wheat and soya are in the flavour, and the allergy advice says the puffs may contain celery, milk and mustard.Allergens. Contains cereals containing gluten and soya; may contain celery, milk and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "product_json_route": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/.json",
            "product_markdown_route": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073885",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.3333333333333335,
                "weight_g": 120,
                "comparison_price_gbp": 2.3333333333333335,
                "comparison_unit": "100g",
                "pack_label": "120g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 2.3333333333333335,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "buy_url": "https://crisps.biz/buy/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "human_purchase_url": "https://crisps.biz/buy/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "buy_card_route": "https://crisps.biz/buy-card/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "buy_card_url": "https://crisps.biz/buy-card/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Cheetos Twisted Sweet and Spicy Snacks, 120g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073886",
                "attachment_id": 1073886,
                "relative_upload_path": "2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47406,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073886",
                    "attachment_id": 1073886,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073886",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2168,
                    "name": "Cheetos",
                    "slug": "cheetos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheetos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073885",
                "same_brand_products": [
                    {
                        "product_id": "1073801",
                        "name": "Cheetos Cheese Puffs, 6 x 13g",
                        "brand": "Cheetos",
                        "gtin": "5000328027111",
                        "sku": "CRISP-5000328027111",
                        "canonical_product_url": "https://crisps.biz/product/cheetos-cheese-puffs-6-x-13g/",
                        "checkout_url": "https://crisps.biz/buy/cheetos-cheese-puffs-6-x-13g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073885",
                    "product_name": "Cheetos Twisted Sweet and Spicy Snacks, 120g",
                    "gtin": "5000328035765",
                    "brand": "Cheetos",
                    "product_url": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                    "sub_type": "Crisps, Hot and spicy, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "cheetos-twisted-sweet-and-spicy-snacks-120g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "120",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "2.3333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Cheetos",
                    "brand_slugs": [
                        "cheetos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073885",
                "product_json_route": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/.json",
                "product_markdown_route": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/.md",
                "checkout_url": "https://crisps.biz/buy/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                "buy_card_route": "https://crisps.biz/buy-card/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                "citation_anchor": "https://crisps.biz/product/cheetos-twisted-sweet-and-spicy-snacks-120g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073885",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheetos-twisted-sweet-and-spicy-snacks-120g-5000328035765-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073886",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073885&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073885",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " cheetos twisted sweet and spicy snacks 120g cheetos 5000328035765 crisp 5000328035765 default blend default crisps hot and spicy puffs rings and shapes sharing bags 1073885 cheetos twisted sweet and spicy snacks 120g 5000328035765 cheetos https crisps biz product cheetos twisted sweet and spicy snacks 120g crisps hot and spicy puffs rings and shapes sharing bags cheetos twisted sweet and spicy snacks 120g no blend 120 2 8 2 3333333333333 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 cheetos cheetos crisps spicy crisps puffs rings and shapes sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3b0918000dc9d351409e3ec6ce7d29b84f09939f068209cff1ce393fa5fcfaac"
            }
        },
        {
            "product_id": "1073888",
            "name": "Walkers Salt and Vinegar Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328035901",
            "sku": "CRISP-5000328035901",
            "slug": "walkers-salt-and-vinegar-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Salt and Vinegar, the sharp one among the classic flavours. The label divides it into five 30g servings of 153 kcal each and advises finishing an opened bag within three days.The tang comes from potassium acetates and citric acid rather than liquid vinegar, with flavourings, potassium chloride, sugar, salt and yeast extract. The crisps are thin potato slices cooked in sunflower and rapeseed oil, and the pack says they are suitable for vegetarians, with no added MSG.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073888",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
                "weight_g": 150,
                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Salt and Vinegar Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073889",
                "attachment_id": 1073889,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37545,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073889",
                    "attachment_id": 1073889,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-150g-5000328035901-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073889",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073888",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
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                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
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                    },
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                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
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                            "rating_scale": "0-5",
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                    },
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                            "note": null,
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                    }
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                    },
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                            "note": null,
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                    },
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                            "note": null,
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                            "rating_scale": "0-5",
                            "note": null,
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                    },
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                            "note": null,
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                        }
                    },
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                    "_crisps_catalogue_{field}",
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                    "linked_wiki_topic_count": 0,
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                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers salt and vinegar crisps 150g walkers 5000328035901 crisp 5000328035901 default blend default crisps potato crisps salt and vinegar sharing bags 1073888 walkers salt and vinegar crisps 150g 5000328035901 walkers https crisps biz product walkers salt and vinegar crisps 150g crisps potato crisps salt and vinegar sharing bags walkers salt and vinegar crisps 150g no blend 150 2 8 1 8666666666667 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps salt and vinegar crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f84053665fe6cd7c2d60e08bcc41081d400195cae36e06c0741619cd36f029d8"
            }
        },
        {
            "product_id": "1073894",
            "name": "Walkers Quavers Red Leicester Cheese Snacks, 6 x 16g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328035949",
            "sku": "CRISP-5000328035949",
            "slug": "walkers-quavers-red-leicester-cheese-snacks-6-x-16g",
            "short_description": "Six 16g bags of Walkers Quavers Red Leicester, 96g in all: light, curly potato snacks made from potato starch, with a Red Leicester cheese flavour of whey permeate, cheese powder, flavourings, glucose syrup, garlic, onion and black pepper. The pack gives 84 kcal (351 kJ) and 0.33g of salt for each bag.The pack says there are no artificial colours or preservatives and that the snacks are suitable for vegetarians. The front carries a new flash.Milk, soya, wheat and barley are on the list, and the allergy advice says the snacks may contain celery and mustard.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "product_json_route": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073894",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 18.75,
                "weight_g": 16,
                "comparison_price_gbp": 18.75,
                "comparison_unit": "100g",
                "pack_label": "16g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 18.75,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "buy_url": "https://crisps.biz/buy/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Quavers Red Leicester Cheese Snacks, 6 x 16g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073895",
                "attachment_id": 1073895,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34612,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073895",
                    "attachment_id": 1073895,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073895",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073894",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073894",
                    "product_name": "Walkers Quavers Red Leicester Cheese Snacks, 6 x 16g",
                    "gtin": "5000328035949",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "walkers-quavers-red-leicester-cheese-snacks-6-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "18.75",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073894",
                "product_json_route": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
                "citation_anchor": "https://crisps.biz/product/walkers-quavers-red-leicester-cheese-snacks-6-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073894",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-red-leicester-cheese-snacks-6-x-16g-5000328035949-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073895",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073894&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073894",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
        {
            "product_id": "1073896",
            "name": "Walkers Salt and Vinegar Crisps, 45g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328037523",
            "sku": "CRISP-5000328037523",
            "slug": "walkers-salt-and-vinegar-crisps-45g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073896",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
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            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 4.888888888888889,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 4.888888888888889,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Salt and Vinegar Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073897",
                "attachment_id": 1073897,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41383,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073897",
                    "attachment_id": 1073897,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073897",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073896",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073896",
                    "product_name": "Walkers Salt and Vinegar Crisps, 45g",
                    "gtin": "5000328037523",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/",
                    "sub_type": "Crisps, Potato crisps, Salt and vinegar, Single bags",
                    "variant_or_style": "walkers-salt-and-vinegar-crisps-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "4.8888888888889",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073896",
                "product_json_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-salt-and-vinegar-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-vinegar-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/walkers-salt-and-vinegar-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073896",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-vinegar-crisps-45g-5000328037523-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073897",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073896&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073896",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers salt and vinegar crisps 45g walkers 5000328037523 crisp 5000328037523 default blend default crisps potato crisps salt and vinegar single bags 1073896 walkers salt and vinegar crisps 45g 5000328037523 walkers https crisps biz product walkers salt and vinegar crisps 45g crisps potato crisps salt and vinegar single bags walkers salt and vinegar crisps 45g no blend 45 2 2 4 8888888888889 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps salt and vinegar crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "245bd3f0bf6d86327ad68ac4ceb7f5a4847802d22360bcd86b2c0f66a1e8f70b"
            }
        },
        {
            "product_id": "1073898",
            "name": "Walkers BBQ Sauce Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328037622",
            "sku": "CRISP-5000328037622",
            "slug": "walkers-bbq-sauce-crisps-6-x-25g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073898",
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            "regular_price_gbp": 3.75,
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-bbq-sauce-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-bbq-sauce-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-bbq-sauce-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-bbq-sauce-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-bbq-sauce-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers BBQ Sauce Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073899",
                "attachment_id": 1073899,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38341,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073899",
                    "attachment_id": 1073899,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073899",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073898",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073898",
                    "product_name": "Walkers BBQ Sauce Crisps, 6 x 25g",
                    "gtin": "5000328037622",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Sweet and savoury",
                    "variant_or_style": "walkers-bbq-sauce-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073898",
                "product_json_route": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-bbq-sauce-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-bbq-sauce-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-bbq-sauce-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073898",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bbq-sauce-crisps-6-x-25g-5000328037622-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073899",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073898&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073898",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers bbq sauce crisps 6 x 25g walkers 5000328037622 crisp 5000328037622 default blend default crisps multipacks potato crisps sweet and savoury 1073898 walkers bbq sauce crisps 6 x 25g 5000328037622 walkers https crisps biz product walkers bbq sauce crisps 6 x 25g crisps multipacks potato crisps sweet and savoury walkers bbq sauce crisps 6 x 25g no blend 25 3 12 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks potato crisps sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "289c9ca27d48040b4e70a92c8750c0386a78d833406081552674494d182efc6c"
            }
        },
        {
            "product_id": "1073904",
            "name": "Walkers Smoky Bacon Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000328037721",
            "sku": "CRISP-5000328037721",
            "slug": "walkers-smoky-bacon-crisps-6-x-25g",
            "short_description": "Six 25g bags of Walkers Smoky Bacon, 150g in all. The label gives 128 kcal and 0.17g of salt for each bag, and despite the name there is no bacon in the ingredients: the pack says the crisps are suitable for vegetarians.The smoky, cured flavour comes from flavourings, yeast extract and yeast powder, with a little citric and malic acid and paprika extract for colour. The crisps are thin slices of potato cooked in sunflower and rapeseed oil, and the pack states no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073904",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
                "weight_g": 25,
                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-smoky-bacon-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-smoky-bacon-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-smoky-bacon-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-smoky-bacon-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-smoky-bacon-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Smoky Bacon Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073905",
                "attachment_id": 1073905,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40293,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073905",
                    "attachment_id": 1073905,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073905",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073904",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073904",
                    "product_name": "Walkers Smoky Bacon Crisps, 6 x 25g",
                    "gtin": "5000328037721",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Potato crisps",
                    "variant_or_style": "walkers-smoky-bacon-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073904",
                "product_json_route": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-smoky-bacon-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-smoky-bacon-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-smoky-bacon-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073904",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-smoky-bacon-crisps-6-x-25g-5000328037721-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073905",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073904&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073904",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
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                    "contains_l_theanine",
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                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "06b5c6868bc4b2c98412b0b6b3146087f8a802f3c319a62fcd55ad4e1771165f"
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            "name": "Walkers Max Punchy Paprika Crisps, 140g",
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                {
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
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                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
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            ],
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            "slug": "walkers-max-punchy-paprika-crisps-140g",
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            "product_json_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-140g/.md",
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            "regular_price_gbp": 4.25,
            "currency": "GBP",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-140g/",
            "buy_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-140g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-140g/",
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-140g-5000328041612-front-of-pack.jpg.json",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                    },
                    "webp": {
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                        "max_width": 1200
                    },
                    "avif": {
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                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073911",
                    "attachment_id": 1073911,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-140g-5000328041612-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-140g-5000328041612-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073911",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073910",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
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                "linked_recipes": [],
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "servings_per_pack",
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                    "priority": "normal",
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                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
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                    "product_url": "derived_runtime",
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                "product_markdown_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-140g/.md",
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                    "catalogue_audit_product_meta_when_imported",
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                    "stock_status",
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                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073916",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073915",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073915",
                    "product_name": "Walkers Max Sizzling Flame Grilled Steak Crisps, 140g",
                    "gtin": "5000328041681",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-140g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Potato crisps, Sharing bags",
                    "variant_or_style": "walkers-max-sizzling-flame-grilled-steak-crisps-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.4285714285714",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073915",
                "product_json_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-140g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-140g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073915",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-140g-5000328041681-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073916",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073915&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073915",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max sizzling flame grilled steak crisps 140g walkers 5000328041681 crisp 5000328041681 default blend default crinkle and ridge cut crisps meaty potato crisps sharing bags 1073915 walkers max sizzling flame grilled steak crisps 140g 5000328041681 walkers https crisps biz product walkers max sizzling flame grilled steak crisps 140g crinkle and ridge cut crisps meaty potato crisps sharing bags walkers max sizzling flame grilled steak crisps 140g no blend 140 3 4 2 4285714285714 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps meaty crisps potato crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "267fa095c81ea16801d79b4b57bd9526874f014ceb2529a074a3a585fba30a1a"
            }
        },
        {
            "product_id": "1073917",
            "name": "Walkers Max Punchy Paprika Crisps, 6 x 27g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328041711",
            "sku": "CRISP-5000328041711",
            "slug": "walkers-max-punchy-paprika-crisps-6-x-27g",
            "short_description": "Six 27g bags of Walkers Max Punchy Paprika, 162g in all: deep ridged crisps with a sweet, smoky paprika seasoning. The pack gives 137 kcal and 0.17g of salt for each bag.The seasoning uses sugar, paprika powder, dextrose, flavouring, onion, tomato and garlic, with smoked maltodextrin and smoked sunflower oil, and potassium chloride beside the salt. There is no chilli on the list. No allergens are highlighted in the ingredients, but the allergy advice on the pack says the crisps may contain milk, soya, mustard, wheat and other cereals containing gluten.The pack says they are suitable for vegetarians and states no artificial colours and no added MSG. Each 27g bag is one serving.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "product_json_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073917",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 11.11111111111111,
                "weight_g": 27,
                "comparison_price_gbp": 11.11111111111111,
                "comparison_unit": "100g",
                "pack_label": "27g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 11.11111111111111,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "buy_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Max Punchy Paprika Crisps, 6 x 27g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073918",
                "attachment_id": 1073918,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40352,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073918",
                    "attachment_id": 1073918,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073918",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073917",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073917",
                    "product_name": "Walkers Max Punchy Paprika Crisps, 6 x 27g",
                    "gtin": "5000328041711",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Multipacks, Potato crisps, Sweet and savoury",
                    "variant_or_style": "walkers-max-punchy-paprika-crisps-6-x-27g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "27",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "11.111111111111",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073917",
                "product_json_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-6-x-27g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-6-x-27g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-6-x-27g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073917",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-6-x-27g-5000328041711-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073918",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073917&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073917",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max punchy paprika crisps 6 x 27g walkers 5000328041711 crisp 5000328041711 default blend default crinkle and ridge cut crisps multipacks potato crisps sweet and savoury 1073917 walkers max punchy paprika crisps 6 x 27g 5000328041711 walkers https crisps biz product walkers max punchy paprika crisps 6 x 27g crinkle and ridge cut crisps multipacks potato crisps sweet and savoury walkers max punchy paprika crisps 6 x 27g no blend 27 3 11 111111111111 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps crisp multipacks potato crisps sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e517f9d91558e49dcc6c1cd37b8fe1a051c85defb69b17f4db8b8ff3e63fac5f"
            }
        },
        {
            "product_id": "1073923",
            "name": "Walkers Max Sizzling Flame Grilled Steak Crisps, 6 x 27g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000328041759",
            "sku": "CRISP-5000328041759",
            "slug": "walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g",
            "short_description": "Six 27g bags of Walkers Max Sizzling Flame Grilled Steak, 162g in all: deep ridged crisps with a savoury, smoky steak seasoning of flavourings, onion, potassium chloride, sugar, salt and smoked salt. The label gives 137 kcal and 0.18g of salt for each bag.There is no meat on the list, and the 140g bag of the same recipe says it is suitable for vegetarians.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "product_json_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073923",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 11.11111111111111,
                "weight_g": 27,
                "comparison_price_gbp": 11.11111111111111,
                "comparison_unit": "100g",
                "pack_label": "27g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 11.11111111111111,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "buy_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Max Sizzling Flame Grilled Steak Crisps, 6 x 27g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073924",
                "attachment_id": 1073924,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40049,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073924",
                    "attachment_id": 1073924,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073924",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073923",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073923",
                    "product_name": "Walkers Max Sizzling Flame Grilled Steak Crisps, 6 x 27g",
                    "gtin": "5000328041759",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Multipacks, Potato crisps",
                    "variant_or_style": "walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "27",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "11.111111111111",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073923",
                "product_json_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073923",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-6-x-27g-5000328041759-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073924",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073923&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073923",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max sizzling flame grilled steak crisps 6 x 27g walkers 5000328041759 crisp 5000328041759 default blend default crinkle and ridge cut crisps meaty multipacks potato crisps 1073923 walkers max sizzling flame grilled steak crisps 6 x 27g 5000328041759 walkers https crisps biz product walkers max sizzling flame grilled steak crisps 6 x 27g crinkle and ridge cut crisps meaty multipacks potato crisps walkers max sizzling flame grilled steak crisps 6 x 27g no blend 27 3 11 111111111111 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps meaty crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "37ec477b12b89f0e08a055fa78d1e09ff0c471b0bf19a6307dc1da9fdc76f014"
            }
        },
        {
            "product_id": "1073925",
            "name": "Walkers Max Punchy Paprika Crisps, 50g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Single bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328041803",
            "sku": "CRISP-5000328041803",
            "slug": "walkers-max-punchy-paprika-crisps-50g",
            "short_description": "A 50g single bag of Walkers Max Punchy Paprika, deep ridged crisps with a sweet, smoky paprika seasoning. The pack gives 254 kcal and 0.32g of salt for the bag, which it treats as one serving.The seasoning uses sugar, paprika powder, dextrose, flavouring, onion, tomato and garlic, with smoked maltodextrin and smoked sunflower oil for the smoke. There is no chilli on the list. No allergens are highlighted in the ingredients, but the allergy advice on the pack says the crisps may contain milk, soya, mustard, wheat and other cereals containing gluten.The pack says they are suitable for vegetarians and states no artificial colours and no added MSG. Older packs of this bag carried a different recipe, so read the pack you receive.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/",
            "product_json_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073925",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4,
                "weight_g": 50,
                "comparison_price_gbp": 4,
                "comparison_unit": "100g",
                "pack_label": "50g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-50g/",
            "buy_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-50g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-50g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-50g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-50g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Max Punchy Paprika Crisps, 50g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073926",
                "attachment_id": 1073926,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41498,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073926",
                    "attachment_id": 1073926,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073926",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073925",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073925",
                    "product_name": "Walkers Max Punchy Paprika Crisps, 50g",
                    "gtin": "5000328041803",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Potato crisps, Single bags, Sweet and savoury",
                    "variant_or_style": "walkers-max-punchy-paprika-crisps-50g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "50",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "potato-crisps",
                        "single-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073925",
                "product_json_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-punchy-paprika-crisps-50g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-punchy-paprika-crisps-50g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-punchy-paprika-crisps-50g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073925",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-punchy-paprika-crisps-50g-5000328041803-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073926",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073925&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073925",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max punchy paprika crisps 50g walkers 5000328041803 crisp 5000328041803 default blend default crinkle and ridge cut crisps potato crisps single bags sweet and savoury 1073925 walkers max punchy paprika crisps 50g 5000328041803 walkers https crisps biz product walkers max punchy paprika crisps 50g crinkle and ridge cut crisps potato crisps single bags sweet and savoury walkers max punchy paprika crisps 50g no blend 50 2 4 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps potato crisps single bags sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c7c9978269be4d122cfb6cd67e75ead53591e16798e1c2fc2863109d7d4a9237"
            }
        },
        {
            "product_id": "1073931",
            "name": "Walkers Max Sizzling Flame Grilled Steak Crisps, 50g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328041834",
            "sku": "CRISP-5000328041834",
            "slug": "walkers-max-sizzling-flame-grilled-steak-crisps-50g",
            "short_description": "A 50g grab bag of Walkers Max Sizzling Flame Grilled Steak: deep ridged potato crisps with a smoky steak seasoning of flavourings, onion and smoked salt, and no meat on the list. The pack gives 253 kcal and 0.34g of salt for the bag, which it counts as one serving.The listing says the crisps are suitable for vegetarians, with no added MSG and no artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "product_json_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-50g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-50g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073931",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.4,
                "weight_g": 50,
                "comparison_price_gbp": 4.4,
                "comparison_unit": "100g",
                "pack_label": "50g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 4.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "buy_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Max Sizzling Flame Grilled Steak Crisps, 50g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073932",
                "attachment_id": 1073932,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39901,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073932",
                    "attachment_id": 1073932,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073932",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073931",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
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                        "sku": "CRISP-5000328839400",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
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                        "currency": "GBP",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
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                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
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                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
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                    },
                    {
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                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
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                    }
                ],
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "note": null,
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                        }
                    },
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                            "note": null,
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                        }
                    },
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
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                "import_ready": true,
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "organic",
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                    "format": "derived_runtime",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "contains_nuts": "missing_pending_catalogue_csv",
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                    "brand_slugs": [
                        "walkers-crisps"
                    ],
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                        "meaty-crisps",
                        "potato-crisps",
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                    "linked_wiki_topic_count": 0,
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                "product_markdown_route": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-50g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-sizzling-flame-grilled-steak-crisps-50g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073931",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-sizzling-flame-grilled-steak-crisps-50g-5000328041834-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073932",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073931&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073931",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max sizzling flame grilled steak crisps 50g walkers 5000328041834 crisp 5000328041834 default blend default crinkle and ridge cut crisps meaty potato crisps single bags 1073931 walkers max sizzling flame grilled steak crisps 50g 5000328041834 walkers https crisps biz product walkers max sizzling flame grilled steak crisps 50g crinkle and ridge cut crisps meaty potato crisps single bags walkers max sizzling flame grilled steak crisps 50g no blend 50 2 2 4 4 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps meaty crisps potato crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8c8598e1c477863298926e8d123bf2e3bf8740f584f52b0a16c09c7a84259843"
            }
        },
        {
            "product_id": "1073933",
            "name": "Walkers Hot Honey Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5000328041919",
            "sku": "CRISP-5000328041919",
            "slug": "walkers-hot-honey-crisps-6-x-25g",
            "short_description": "Six 25g bags of Walkers Hot Honey, a sweet and warm flavour on the classic thin Walkers crisp. Worked out from the label's per 100g values, each bag is about 128 kcal with 0.14g of salt, one of the lowest salt figures among the Walkers crisps we stock.The seasoning is built from sugar, dextrose, salt, potassium chloride and flavouring, coloured with annatto and plain caramel. The pack says the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073933",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.8,
                "weight_g": 25,
                "comparison_price_gbp": 12.8,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-hot-honey-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-hot-honey-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-hot-honey-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-hot-honey-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-hot-honey-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Hot Honey Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073934",
                "attachment_id": 1073934,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49832,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073934",
                    "attachment_id": 1073934,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073934",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "caramel, honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "caramel, honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073933",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_id": "1073933",
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                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/",
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                    "variant_or_style": "walkers-hot-honey-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
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                    "kosher": "",
                    "vegan": "",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
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                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "caramel",
                        "honey"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073933",
                "product_json_route": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-hot-honey-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-hot-honey-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-hot-honey-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073933",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-hot-honey-crisps-6-x-25g-5000328041919-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073934",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073933&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073933",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers hot honey crisps 6 x 25g walkers 5000328041919 crisp 5000328041919 default blend caramel honey crisps hot and spicy multipacks potato crisps 1073933 walkers hot honey crisps 6 x 25g 5000328041919 walkers https crisps biz product walkers hot honey crisps 6 x 25g crisps hot and spicy multipacks potato crisps walkers hot honey crisps 6 x 25g no blend 25 3 2 12 8 mid caramel honey yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps spicy crisps crisp multipacks potato crisps caramel honey mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f6d03de997ec0b9d305f39b9c681a515e8e6480dbd0036413467eddfd25440db"
            }
        },
        {
            "product_id": "1073938",
            "name": "Walkers Oven Baked Sun Dried Tomato and Basil Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Popped and baked",
                "Potato crisps",
                "Sharing bags",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
            "gtin": "5000328042053",
            "sku": "CRISP-5000328042053",
            "slug": "walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Oven Baked Sun Dried Tomato and Basil: baked crisps made from potato flakes and starch with rapeseed and sunflower oils, with a tomato and basil seasoning of flavourings, salt, potassium chloride, dried basil and parsley. The label gives 127 kcal and 0.26g of salt for a 30g serving.The pack says always baked, never fried, suitable for vegetarians, with no added MSG and no artificial colours or preservatives.No allergens are highlighted in the ingredients, and the allergy advice says the crisps may contain mustard, milk, soya, wheat and other cereals containing gluten.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073938",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
                "weight_g": 150,
                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Sun Dried Tomato and Basil Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073939",
                "attachment_id": 1073939,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46297,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073939",
                    "attachment_id": 1073939,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073939",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073938",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073938",
                    "product_name": "Walkers Oven Baked Sun Dried Tomato and Basil Crisps, 150g",
                    "gtin": "5000328042053",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
                    "sub_type": "Crisps, Popped and baked, Potato crisps, Sharing bags, Tangy and umami",
                    "variant_or_style": "walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "1.8666666666667",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "sharing-bags",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073938",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073938",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-sun-dried-tomato-and-basil-crisps-150g-5000328042053-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073939",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073938&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073938",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers oven baked sun dried tomato and basil crisps 150g walkers 5000328042053 crisp 5000328042053 default blend default crisps popped and baked potato crisps sharing bags tangy and umami 1073938 walkers oven baked sun dried tomato and basil crisps 150g 5000328042053 walkers https crisps biz product walkers oven baked sun dried tomato and basil crisps 150g crisps popped and baked potato crisps sharing bags tangy and umami walkers oven baked sun dried tomato and basil crisps 150g no blend 150 2 8 1 8666666666667 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps popped and baked crisps potato crisps sharing bags umami crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8f5b279d7b1b2565b074406038ae094955da339d904ad442b622923886cda4d7"
            }
        },
        {
            "product_id": "1073943",
            "name": "Walkers Oven Baked Slow Roasted Beef Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Popped and baked",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328042084",
            "sku": "CRISP-5000328042084",
            "slug": "walkers-oven-baked-slow-roasted-beef-crisps-150g",
            "short_description": "A 150g sharing bag of Walkers Oven Baked Slow Roasted Beef: baked crisps made from potato flakes and starch with rapeseed and sunflower oils, with a slow roasted beef seasoning of corn protein, sugar, onion, carob flour, garlic, black pepper and smoked maltodextrin. There is no beef on the list. The label gives 128 kcal and 0.22g of salt for a 30g serving.The pack says always baked, never fried, suitable for vegetarians, with no added MSG and no artificial colours or preservatives.No allergens are highlighted in the ingredients, and the allergy advice says the crisps may contain mustard, milk, soya, wheat and other cereals containing gluten.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073943",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
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                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Slow Roasted Beef Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073944",
                "attachment_id": 1073944,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44567,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073944",
                    "attachment_id": 1073944,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073944",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073943",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Oven Baked Slow Roasted Beef Crisps, 150g",
                    "gtin": "5000328042084",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
                    "sub_type": "Crisps, Meaty, Popped and baked, Potato crisps, Sharing bags",
                    "variant_or_style": "walkers-oven-baked-slow-roasted-beef-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "1.8666666666667",
                    "price_tier": "budget",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073943",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-slow-roasted-beef-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073943",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-slow-roasted-beef-crisps-150g-5000328042084-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073944",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073943&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073943",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a7594e3f7c155df67a7b5303bb98991281b57436e7dc68b2c86388eb8c246788"
            }
        },
        {
            "product_id": "1073948",
            "name": "Walkers Lightly Salted Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000328043494",
            "sku": "CRISP-5000328043494",
            "slug": "walkers-lightly-salted-crisps-6-x-25g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073948",
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            "regular_price_gbp": 3.75,
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                "serving_unit": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-lightly-salted-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-lightly-salted-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-lightly-salted-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-lightly-salted-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-lightly-salted-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Lightly Salted Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073949",
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                "relative_upload_path": "2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44013,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073949",
                    "attachment_id": 1073949,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073949",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073948",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073948",
                    "product_name": "Walkers Lightly Salted Crisps, 6 x 25g",
                    "gtin": "5000328043494",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "walkers-lightly-salted-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073948",
                "product_json_route": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-lightly-salted-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-lightly-salted-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-lightly-salted-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073948",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-salted-crisps-6-x-25g-5000328043494-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073949",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073948&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073948",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "2e71070af55ac7f20524df7903763823c6ad49a0b7d15f40df0345bc14e6d11c"
            }
        },
        {
            "product_id": "1073951",
            "name": "Walkers Lightly Cheese and Onion Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
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                "Crisps",
                "Multipacks",
                "Potato crisps"
            ],
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                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073951",
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            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
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                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Lightly Cheese and Onion Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073952",
                "attachment_id": 1073952,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46353,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073952",
                    "attachment_id": 1073952,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073952",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073951",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073951",
                    "product_name": "Walkers Lightly Cheese and Onion Crisps, 6 x 25g",
                    "gtin": "5000328043586",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
                    "sub_type": "Cheese and onion, Crisps, Multipacks, Potato crisps",
                    "variant_or_style": "walkers-lightly-cheese-and-onion-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073951",
                "product_json_route": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-lightly-cheese-and-onion-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073951",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-lightly-cheese-and-onion-crisps-6-x-25g-5000328043586-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073952",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073951&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073951",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "2ebf59fdf3ca0adcb5cdeae740e31ce652ea79a7314cdc375750fde777017e57"
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        },
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                {
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
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                "Puffs, rings and shapes",
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
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                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
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                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073954",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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            "image": {
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-meaty-corn-puffs-115g-5000328043920-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-meaty-corn-puffs-115g-5000328043920-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-meaty-corn-puffs-115g-5000328043920-front-of-pack.jpg.json",
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                "height": 600,
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1280
                    },
                    "webp": {
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                        "max_width": 1280
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                    "avif": {
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                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073955",
                    "attachment_id": 1073955,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-meaty-corn-puffs-115g-5000328043920-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-meaty-corn-puffs-115g-5000328043920-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073955",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073954",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073954",
                    "product_name": "Walkers Wotsits Crunchy Really Meaty Corn Puffs, 115g",
                    "gtin": "5000328043920",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
                    "sub_type": "Crisps, Meaty, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "walkers-wotsits-crunchy-really-meaty-corn-puffs-115g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "115",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.9565217391304",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073954",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-crunchy-really-meaty-corn-puffs-115g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073954",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-meaty-corn-puffs-115g-5000328043920-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073955",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073954&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073954",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b509a5898076c5437e0edc04544cc5f5b0cd5ccbcdc8edda5342949409832103"
            }
        },
        {
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            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
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            "sku": "CRISP-5000328077802",
            "slug": "sunbites-sweet-chilli-wholegrain-crisps-95g",
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            "canonical_product_url": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "product_json_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/.json",
            "product_markdown_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073956",
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            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
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                "serving_unit": null,
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                "comparison_price_gbp": 2.736842105263158,
                "comparison_unit": "100g",
                "pack_label": "95g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 2.736842105263158,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "buy_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "human_purchase_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "buy_card_route": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "buy_card_url": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack-600x600.avif",
            "image": {
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073957",
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                "relative_upload_path": "2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34615,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
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                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
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                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073957",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073956",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
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                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
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                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
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                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Sunbites Sweet Chilli Wholegrain Crisps, 95g",
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                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Sharing bags, Sweet and savoury",
                    "variant_or_style": "sunbites-sweet-chilli-wholegrain-crisps-95g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.7368421052632",
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                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073956",
                "product_json_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/.json",
                "product_markdown_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/.md",
                "checkout_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-95g/",
                "buy_card_route": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-95g/",
                "citation_anchor": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-95g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073956",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-95g-5000328077802-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073957",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073956&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073956",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " sunbites sweet chilli wholegrain crisps 95g walkers 5000328077802 crisp 5000328077802 default blend default crisps lentil pulse and veg sharing bags sweet and savoury 1073956 sunbites sweet chilli wholegrain crisps 95g 5000328077802 walkers https crisps biz product sunbites sweet chilli wholegrain crisps 95g crisps lentil pulse and veg sharing bags sweet and savoury sunbites sweet chilli wholegrain crisps 95g no blend 95 2 6 2 7368421052632 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps lentil and veg crisps sharing bags sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "be5009b76fd1fe69b6adc488e04505da16b9e30c45799e530949b4a23d1a261f"
            }
        },
        {
            "product_id": "1073958",
            "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328077833",
            "sku": "CRISP-5000328077833",
            "slug": "doritos-sizzling-beef-taco-tortilla-chips-180g",
            "short_description": "A 180g sharing bag of Doritos Sizzling Beef Taco, corn tortilla chips with a taco spice seasoning of onion, garlic, cumin, coriander and parsley. The label counts six 30g servings of 144 kcal each and advises finishing an opened bag within three days.There is no beef in the ingredients: the pack says the chips are suitable for vegetarians, with no added MSG and no artificial colours. It is the lowest salt Doritos we stock, at 0.8g per 100g.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "product_json_route": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073958",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8888888888888888,
                "weight_g": 180,
                "comparison_price_gbp": 1.8888888888888888,
                "comparison_unit": "100g",
                "pack_label": "180g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.8888888888888888,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "buy_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Sizzling Beef Taco Tortilla Chips, 180g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073959",
                "attachment_id": 1073959,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49791,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073959",
                    "attachment_id": 1073959,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073959",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073958",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073958",
                    "product_name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                    "gtin": "5000328077833",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                    "sub_type": "Crisps, Meaty, Sharing bags, Tortilla chips",
                    "variant_or_style": "doritos-sizzling-beef-taco-tortilla-chips-180g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "180",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "1.8888888888889",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073958",
                "product_json_route": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                "citation_anchor": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073958",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-sizzling-beef-taco-tortilla-chips-180g-5000328077833-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073959",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073958&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073958",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos sizzling beef taco tortilla chips 180g doritos 5000328077833 crisp 5000328077833 default blend default crisps meaty sharing bags tortilla chips 1073958 doritos sizzling beef taco tortilla chips 180g 5000328077833 doritos https crisps biz product doritos sizzling beef taco tortilla chips 180g crisps meaty sharing bags tortilla chips doritos sizzling beef taco tortilla chips 180g no blend 180 3 4 1 8888888888889 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps meaty crisps sharing bags tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "18d0fda661bdae7f897945004d2e10cc35304690080e45206968632bf6b6d38d"
            }
        },
        {
            "product_id": "1073963",
            "name": "Sunbites Lightly Salted Wholegrain Crisps, 6 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Multipacks",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000328077963",
            "sku": "CRISP-5000328077963",
            "slug": "sunbites-lightly-salted-wholegrain-crisps-6-x-25g",
            "short_description": "Six 25g bags of Sunbites Lightly Salted, 150g in all: wholegrain chips made from whole corn, whole wheat, whole brown rice flour and whole oat flour, with sunflower oil and a light seasoning of sea salt, natural flavourings, sugar and spices. The pack gives 119 kcal (498 kJ) and 0.22g of salt for each bag.The pack says 100% wholegrain, with only natural flavours, and suitable for vegetarians. The label gives 6.6g of fibre per 100g.Wheat and oats are in the chips, so they contain gluten, and the allergy advice says they may contain barley, milk and soya.Allergens. Contains cereals containing gluten; may contain milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073963",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
                "weight_g": 25,
                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Sunbites Lightly Salted Wholegrain Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073964",
                "attachment_id": 1073964,
                "relative_upload_path": "2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37607,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073964",
                    "attachment_id": 1073964,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073964",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073963",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_url": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
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                    "variant_or_style": "sunbites-lightly-salted-wholegrain-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "12",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073963",
                "product_json_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/sunbites-lightly-salted-wholegrain-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073963",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-lightly-salted-wholegrain-crisps-6-x-25g-5000328077963-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073964",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073963&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073963",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " sunbites lightly salted wholegrain crisps 6 x 25g walkers 5000328077963 crisp 5000328077963 default blend default crisps lentil pulse and veg multipacks ready salted and sea salt 1073963 sunbites lightly salted wholegrain crisps 6 x 25g 5000328077963 walkers https crisps biz product sunbites lightly salted wholegrain crisps 6 x 25g crisps lentil pulse and veg multipacks ready salted and sea salt sunbites lightly salted wholegrain crisps 6 x 25g no blend 25 3 12 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps lentil and veg crisps crisp multipacks ready salted crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f3a1aa537b40b822add041ddde1aeeed84c5fb376bf54edb91fced630ad1989d"
            }
        },
        {
            "product_id": "1073966",
            "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328078120",
            "sku": "CRISP-5000328078120",
            "slug": "doritos-tangy-cheese-tortilla-chips-5-x-30g",
            "short_description": "Five 30g bags of Doritos Tangy Cheese, corn tortilla chips with a cheesy, tangy seasoning, 150g in all. The label gives 144 kcal and 0.27g of salt for each bag.The seasoning uses whey, buttermilk and cheese powders with tomato, onion, garlic and a little lactic and citric acid. The pack says the chips are suitable for vegetarians, with no artificial colours or flavours; milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "product_json_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073966",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 10,
                "weight_g": 30,
                "comparison_price_gbp": 10,
                "comparison_unit": "100g",
                "pack_label": "30g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 10,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "buy_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073967",
                "attachment_id": 1073967,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32049,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073967",
                    "attachment_id": 1073967,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073967",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073966",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073966",
                    "product_name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                    "gtin": "5000328078120",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Tortilla chips",
                    "variant_or_style": "doritos-tangy-cheese-tortilla-chips-5-x-30g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "30",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "10",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073966",
                "product_json_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                "citation_anchor": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073966",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-tangy-cheese-tortilla-chips-5-x-30g-5000328078120-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073967",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073966&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073966",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos tangy cheese tortilla chips 5 x 30g doritos 5000328078120 crisp 5000328078120 default blend default cheesy crisps multipacks tortilla chips 1073966 doritos tangy cheese tortilla chips 5 x 30g 5000328078120 doritos https crisps biz product doritos tangy cheese tortilla chips 5 x 30g cheesy crisps multipacks tortilla chips doritos tangy cheese tortilla chips 5 x 30g no blend 30 3 10 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos cheesy crisps crisps crisp multipacks tortilla chips default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "be0adefff393f4b274b7f92059b649d4bd087bcbc248cbe9f9288a5735ede1e8"
            }
        },
        {
            "product_id": "1073971",
            "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Ready salted and sea salt",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5000328078151",
            "sku": "CRISP-5000328078151",
            "slug": "doritos-cool-original-tortilla-chips-5-x-30g",
            "short_description": "Five 30g bags of Doritos Cool Original, tangy and creamy corn tortilla chips, 150g in all. The label gives 144 kcal and 0.33g of salt for each bag.The seasoning uses salt, dairy flavouring, three acids, onion, garlic, tomato and cheese powder, with MSG. There is no chilli, the pack says the chips are suitable for vegetarians with no artificial colours or flavours, and milk is in the seasoning.Allergens. Contains milk; may contain cereals containing gluten and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
            "product_json_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073971",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 10,
                "weight_g": 30,
                "comparison_price_gbp": 10,
                "comparison_unit": "100g",
                "pack_label": "30g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 10,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
            "buy_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-5-x-30g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-5-x-30g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Cool Original Tortilla Chips, 5 x 30g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073972",
                "attachment_id": 1073972,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33018,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073972",
                    "attachment_id": 1073972,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073972",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073971",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073971",
                    "product_name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                    "gtin": "5000328078151",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                    "sub_type": "Crisps, Multipacks, Ready salted and sea salt, Tortilla chips",
                    "variant_or_style": "doritos-cool-original-tortilla-chips-5-x-30g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "30",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "10",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "ready-salted-crisps",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073971",
                "product_json_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-cool-original-tortilla-chips-5-x-30g/",
                "citation_anchor": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073971",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-cool-original-tortilla-chips-5-x-30g-5000328078151-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073972",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073971&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073971",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos cool original tortilla chips 5 x 30g doritos 5000328078151 crisp 5000328078151 default blend default crisps multipacks ready salted and sea salt tortilla chips 1073971 doritos cool original tortilla chips 5 x 30g 5000328078151 doritos https crisps biz product doritos cool original tortilla chips 5 x 30g crisps multipacks ready salted and sea salt tortilla chips doritos cool original tortilla chips 5 x 30g no blend 30 3 10 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps crisp multipacks ready salted crisps tortilla chips default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "cd51797de29a3d3bae5571bdcd585c0bb3c75364275e744b539721c4765ae398"
            }
        },
        {
            "product_id": "1073976",
            "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Multipacks",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "product_json_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073976",
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            "regular_price_gbp": 3.75,
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                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 10,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "buy_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073977",
                "attachment_id": 1073977,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31643,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073977",
                    "attachment_id": 1073977,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073977",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073976",
                "same_brand_products": [
                    {
                        "product_id": "1073981",
                        "name": "Doritos Variety Tortilla Chips, 12 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078304",
                        "sku": "CRISP-5000328078304",
                        "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
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                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
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                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073976",
                    "product_name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                    "gtin": "5000328078182",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                    "sub_type": "Crisps, Hot and spicy, Multipacks, Tortilla chips",
                    "variant_or_style": "doritos-chilli-heatwave-tortilla-chips-5-x-30g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "30",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "10",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "crisp-multipacks",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073976",
                "product_json_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                "citation_anchor": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073976",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-chilli-heatwave-tortilla-chips-5-x-30g-5000328078182-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073977",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073976&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073976",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " doritos chilli heatwave tortilla chips 5 x 30g doritos 5000328078182 crisp 5000328078182 default blend default crisps hot and spicy multipacks tortilla chips 1073976 doritos chilli heatwave tortilla chips 5 x 30g 5000328078182 doritos https crisps biz product doritos chilli heatwave tortilla chips 5 x 30g crisps hot and spicy multipacks tortilla chips doritos chilli heatwave tortilla chips 5 x 30g no blend 30 3 10 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 doritos doritos crisps spicy crisps crisp multipacks tortilla chips default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c519d9e40ac427d6675b47a2dd7cbf7fe3d87d5d389bf49cd33f59de141ff5fb"
            }
        },
        {
            "product_id": "1073981",
            "name": "Doritos Variety Tortilla Chips, 12 x 30g",
            "brand": "Doritos",
            "brand_entities": [
                {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Tortilla chips",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
            "product_json_route": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/.json",
            "product_markdown_route": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073981",
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            "price_gbp": 4.4,
            "regular_price_gbp": 5.5,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 14.666666666666668,
                "weight_g": 30,
                "comparison_price_gbp": 14.666666666666668,
                "comparison_unit": "100g",
                "pack_label": "30g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.4
            },
            "price_per_100g_gbp": 14.666666666666668,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
            "buy_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
            "human_purchase_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
            "buy_card_route": "https://crisps.biz/buy-card/doritos-variety-tortilla-chips-12-x-30g/",
            "buy_card_url": "https://crisps.biz/buy-card/doritos-variety-tortilla-chips-12-x-30g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Doritos Variety Tortilla Chips, 12 x 30g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073982",
                "attachment_id": 1073982,
                "relative_upload_path": "2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34419,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073982",
                    "attachment_id": 1073982,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073982",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2122,
                    "name": "Doritos",
                    "slug": "doritos",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/doritos/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073981",
                "same_brand_products": [
                    {
                        "product_id": "1073976",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078182",
                        "sku": "CRISP-5000328078182",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073971",
                        "name": "Doritos Cool Original Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078151",
                        "sku": "CRISP-5000328078151",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073966",
                        "name": "Doritos Tangy Cheese Tortilla Chips, 5 x 30g",
                        "brand": "Doritos",
                        "gtin": "5000328078120",
                        "sku": "CRISP-5000328078120",
                        "canonical_product_url": "https://crisps.biz/product/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-tangy-cheese-tortilla-chips-5-x-30g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073958",
                        "name": "Doritos Sizzling Beef Taco Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328077833",
                        "sku": "CRISP-5000328077833",
                        "canonical_product_url": "https://crisps.biz/product/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-sizzling-beef-taco-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073841",
                        "name": "Doritos BBQ Sweet Tang Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328031750",
                        "sku": "CRISP-5000328031750",
                        "canonical_product_url": "https://crisps.biz/product/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-bbq-sweet-tang-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073835",
                        "name": "Doritos Chilli Heatwave Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328029146",
                        "sku": "CRISP-5000328029146",
                        "canonical_product_url": "https://crisps.biz/product/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-chilli-heatwave-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073811",
                        "name": "Doritos Cool Original Tortilla Chips, 180g",
                        "brand": "Doritos",
                        "gtin": "5000328028613",
                        "sku": "CRISP-5000328028613",
                        "canonical_product_url": "https://crisps.biz/product/doritos-cool-original-tortilla-chips-180g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-cool-original-tortilla-chips-180g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073795",
                        "name": "Doritos Extra Flamin Hot Tortilla Chips, 163g",
                        "brand": "Doritos",
                        "gtin": "5000328026282",
                        "sku": "CRISP-5000328026282",
                        "canonical_product_url": "https://crisps.biz/product/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "checkout_url": "https://crisps.biz/buy/doritos-extra-flamin-hot-tortilla-chips-163g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073981",
                    "product_name": "Doritos Variety Tortilla Chips, 12 x 30g",
                    "gtin": "5000328078304",
                    "brand": "Doritos",
                    "product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                    "sub_type": "Big multipacks, Crisps, Tortilla chips, Variety packs",
                    "variant_or_style": "doritos-variety-tortilla-chips-12-x-30g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "30",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.4",
                    "price_per_100g_gbp": "14.666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Doritos",
                    "brand_slugs": [
                        "doritos"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "tortilla-chips",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073981",
                "product_json_route": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/.json",
                "product_markdown_route": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/.md",
                "checkout_url": "https://crisps.biz/buy/doritos-variety-tortilla-chips-12-x-30g/",
                "buy_card_route": "https://crisps.biz/buy-card/doritos-variety-tortilla-chips-12-x-30g/",
                "citation_anchor": "https://crisps.biz/product/doritos-variety-tortilla-chips-12-x-30g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073981",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-doritos-variety-tortilla-chips-12-x-30g-5000328078304-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073982",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073981&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073981",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "mouthfeel",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f5e6868b089e0380a641b947f35071e1b0e5fc18b8b4d7d1cbb1a7005cbeb9e5"
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        },
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                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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            ],
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            "category_entities": [
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
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                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073983",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
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            "image": {
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-poppadoms-82-5g-5000328079448-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-poppadoms-82-5g-5000328079448-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-poppadoms-82-5g-5000328079448-front-of-pack.jpg.json",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073984",
                    "attachment_id": 1073984,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-poppadoms-82-5g-5000328079448-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-poppadoms-82-5g-5000328079448-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073984",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073983",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Sharing bags, Sweet and savoury",
                    "variant_or_style": "walkers-sensations-thai-sweet-chilli-poppadoms-82-5g",
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                    "country_of_origin": "blend",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "country_of_origin": "derived_runtime",
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                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
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                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
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                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
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                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073983",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-poppadoms-82-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073983",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073983",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
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                    "contains_l_theanine",
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                    "contains_gluten"
                ],
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
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            "curator_opinion": {
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                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "identifier_priority_used": "agent_index",
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                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "rich_payload_mode": "one_call_product_truth_bundle",
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
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                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
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                    "citation_anchor",
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                },
                {
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            "product_json_route": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/.md",
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                "is_in_stock": true,
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                "source_of_truth": "crisps Image Estate Authority",
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                    "webp": {
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                    "avif": {
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                    },
                    "no_upscale_rule": {
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                    },
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                        "route_complete": false,
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                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073989",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073988",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073988",
                    "product_name": "Walkers Max KFC Original Chicken Ridged Crisps, 140g",
                    "gtin": "5000328080130",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Potato crisps, Sharing bags",
                    "variant_or_style": "walkers-max-kfc-original-chicken-ridged-crisps-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "2.1428571428571",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073988",
                "product_json_route": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-max-kfc-original-chicken-ridged-crisps-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-max-kfc-original-chicken-ridged-crisps-140g/",
                "citation_anchor": "https://crisps.biz/product/walkers-max-kfc-original-chicken-ridged-crisps-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073988",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-max-kfc-original-chicken-ridged-crisps-140g-5000328080130-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073989",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073988&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073988",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers max kfc original chicken ridged crisps 140g walkers 5000328080130 crisp 5000328080130 default blend default crinkle and ridge cut crisps meaty potato crisps sharing bags 1073988 walkers max kfc original chicken ridged crisps 140g 5000328080130 walkers https crisps biz product walkers max kfc original chicken ridged crisps 140g crinkle and ridge cut crisps meaty potato crisps sharing bags walkers max kfc original chicken ridged crisps 140g no blend 140 3 2 1428571428571 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps meaty crisps potato crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "efe1af8cedd9cb1a663854fa50c6a57d54842d6b9337eee434811d3f7f643d06"
            }
        },
        {
            "product_id": "1073991",
            "name": "Walkers Sensations Thai Sweet Chilli Wavy Crisps, 140g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5000328080307",
            "sku": "CRISP-5000328080307",
            "slug": "walkers-sensations-thai-sweet-chilli-wavy-crisps-140g",
            "short_description": "A 140g sharing bag of Walkers Sensations Thai Sweet Chilli Wavy Cut: ridged potato crisps with the Sensations sweet chilli seasoning of sugar, soya sauce powder, fructose, onion, red chilli flakes, garlic, parsley, tomato and red pepper. The label gives 154 kcal and 0.19g of salt for each 30g serving and suggests four to five servings.The deep ridges hold the seasoning. The pack says the crisps are suitable for vegetarians, with no artificial colours and no added MSG.Soya and wheat are in the seasoning, and the allergy advice says the crisps may contain milk and mustard.Allergens. Contains cereals containing gluten and soya; may contain milk and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073991",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4285714285714284,
                "weight_g": 140,
                "comparison_price_gbp": 2.4285714285714284,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.4285714285714284,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Thai Sweet Chilli Wavy Crisps, 140g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073992",
                "attachment_id": 1073992,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45230,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073992",
                    "attachment_id": 1073992,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073992",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073991",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073991",
                    "product_name": "Walkers Sensations Thai Sweet Chilli Wavy Crisps, 140g",
                    "gtin": "5000328080307",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Potato crisps, Sharing bags, Sweet and savoury",
                    "variant_or_style": "walkers-sensations-thai-sweet-chilli-wavy-crisps-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.4285714285714",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "potato-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073991",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-thai-sweet-chilli-wavy-crisps-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073991",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-thai-sweet-chilli-wavy-crisps-140g-5000328080307-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073992",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073991&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073991",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations thai sweet chilli wavy crisps 140g walkers 5000328080307 crisp 5000328080307 default blend default crinkle and ridge cut crisps potato crisps sharing bags sweet and savoury 1073991 walkers sensations thai sweet chilli wavy crisps 140g 5000328080307 walkers https crisps biz product walkers sensations thai sweet chilli wavy crisps 140g crinkle and ridge cut crisps potato crisps sharing bags sweet and savoury walkers sensations thai sweet chilli wavy crisps 140g no blend 140 3 4 2 4285714285714 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crinkle cut crisps crisps potato crisps sharing bags sweet and savoury crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "1310a13dcdd9ccf8ced534500bb1bb4800a3d67b789e188243bbe6b9fa95a513"
            }
        },
        {
            "product_id": "1073993",
            "name": "Walkers Ready Salted Crisps, 14 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Potato crisps",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000328081779",
            "sku": "CRISP-5000328081779",
            "slug": "walkers-ready-salted-crisps-14-x-25g",
            "short_description": "Fourteen 25g bags of Walkers Ready Salted, 350g in all. It is the plainest crisp Walkers makes: potatoes, sunflower and rapeseed oil, salt and antioxidants, and nothing else on the list.The label gives 130 kcal and 0.3g of salt for each bag. No allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073993",
            "price": "4.40",
            "price_gbp": 4.4,
            "regular_price_gbp": 5.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 17.6,
                "weight_g": 25,
                "comparison_price_gbp": 17.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.4
            },
            "price_per_100g_gbp": 17.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-14-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-14-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-14-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-14-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-14-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Ready Salted Crisps, 14 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1073994",
                "attachment_id": 1073994,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41162,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1073994",
                    "attachment_id": 1073994,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1073994",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073993",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1073993",
                    "product_name": "Walkers Ready Salted Crisps, 14 x 25g",
                    "gtin": "5000328081779",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/",
                    "sub_type": "Big multipacks, Crisps, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "walkers-ready-salted-crisps-14-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.4",
                    "price_per_100g_gbp": "17.6",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073993",
                "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-14-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-14-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-14-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073993",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-14-x-25g-5000328081779-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1073994",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073993&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073993",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers ready salted crisps 14 x 25g walkers 5000328081779 crisp 5000328081779 default blend default big multipacks crisps potato crisps ready salted and sea salt 1073993 walkers ready salted crisps 14 x 25g 5000328081779 walkers https crisps biz product walkers ready salted crisps 14 x 25g big multipacks crisps potato crisps ready salted and sea salt walkers ready salted crisps 14 x 25g no blend 25 4 4 17 6 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps potato crisps ready salted crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "040767257f0df1899ecc7b929908ebb1ef03483fa171c1c471c266268a162e3a"
            }
        },
        {
            "product_id": "1073999",
            "name": "Walkers Classic Variety Crisps, 14 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328081809",
            "sku": "CRISP-5000328081809",
            "slug": "walkers-classic-variety-crisps-14-x-25g",
            "short_description": "Fourteen 25g bags of Walkers in four classic flavours: four Cheese and Onion, four Ready Salted, three Salt and Vinegar and three Prawn Cocktail, 350g in all. Each flavour has its own nutrition panel, and each bag is between 127 and 130 kcal.Milk is in the cheese and onion seasoning and the sweetener sucralose is in the prawn cocktail, so the box is worth sorting when it is opened. The pack says all the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-14-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-classic-variety-crisps-14-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-classic-variety-crisps-14-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1073999",
            "price": "4.40",
            "price_gbp": 4.4,
            "regular_price_gbp": 5.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 17.6,
                "weight_g": 25,
                "comparison_price_gbp": 17.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.4
            },
            "price_per_100g_gbp": 17.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-14-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-14-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-14-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-14-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-14-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Classic Variety Crisps, 14 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074000",
                "attachment_id": 1074000,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43421,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074000",
                    "attachment_id": 1074000,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-14-x-25g-5000328081809-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074000",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-classic-variety-crisps-14-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1073999",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
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                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
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                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
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                    "contains_l_theanine",
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                    "contains_nuts",
                    "contains_gluten"
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                    "packaging_type": "",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
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                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "priority": "normal",
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                    "product_name": "derived_runtime",
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                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
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                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
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                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
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                    "astringency": "missing_pending_catalogue_csv",
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                    "contains_nuts": "missing_pending_catalogue_csv",
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                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
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                        "crisps",
                        "potato-crisps",
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                },
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
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                },
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
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                    ],
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                    "sweetness": "",
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                },
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
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                "citation_anchor": "https://crisps.biz/product/walkers-classic-variety-crisps-14-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1073999",
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers classic variety crisps 14 x 25g walkers 5000328081809 crisp 5000328081809 default blend default big multipacks crisps potato crisps variety packs 1073999 walkers classic variety crisps 14 x 25g 5000328081809 walkers https crisps biz product walkers classic variety crisps 14 x 25g big multipacks crisps potato crisps variety packs walkers classic variety crisps 14 x 25g no blend 25 4 4 17 6 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps potato crisps crisp variety packs default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e475fe8c165a221e8d56c90979fce0eaa7518a39b33053b42c8da5f5e134b58a"
            }
        },
        {
            "product_id": "1074003",
            "name": "Walkers Meaty Variety Crisps, 14 x 25g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crisps",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328081847",
            "sku": "CRISP-5000328081847",
            "slug": "walkers-meaty-variety-crisps-14-x-25g",
            "short_description": "Fourteen 25g bags of Walkers in four savoury flavours: three Smoky Bacon, three Roast Chicken, four Prawn Cocktail and four Cheese and Onion, 350g in all. Despite the name, there is no meat or fish in any of them, and the pack says all the crisps are suitable for vegetarians.Milk is in the cheese and onion seasoning and the sweetener sucralose is in the prawn cocktail. Each flavour has its own nutrition panel, and each bag is 127 or 128 kcal.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074003",
            "price": "4.40",
            "price_gbp": 4.4,
            "regular_price_gbp": 5.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 17.6,
                "weight_g": 25,
                "comparison_price_gbp": 17.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.4
            },
            "price_per_100g_gbp": 17.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-14-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-14-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-14-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-meaty-variety-crisps-14-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-meaty-variety-crisps-14-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Meaty Variety Crisps, 14 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074004",
                "attachment_id": 1074004,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41770,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074004",
                    "attachment_id": 1074004,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074004",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074003",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074003",
                    "product_name": "Walkers Meaty Variety Crisps, 14 x 25g",
                    "gtin": "5000328081847",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/",
                    "sub_type": "Big multipacks, Crisps, Potato crisps, Variety packs",
                    "variant_or_style": "walkers-meaty-variety-crisps-14-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.4",
                    "price_per_100g_gbp": "17.6",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074003",
                "product_json_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-meaty-variety-crisps-14-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-meaty-variety-crisps-14-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-meaty-variety-crisps-14-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074003",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-meaty-variety-crisps-14-x-25g-5000328081847-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074004",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074003&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074003",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers meaty variety crisps 14 x 25g walkers 5000328081847 crisp 5000328081847 default blend default big multipacks crisps potato crisps variety packs 1074003 walkers meaty variety crisps 14 x 25g 5000328081847 walkers https crisps biz product walkers meaty variety crisps 14 x 25g big multipacks crisps potato crisps variety packs walkers meaty variety crisps 14 x 25g no blend 25 4 4 17 6 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks crisps potato crisps crisp variety packs default mid 0 0 8 8 ",
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
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        },
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                {
                    "term_id": 2125,
                    "name": "Walkers",
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                    "taxonomy": "product_brand",
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            ],
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                },
                {
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                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
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                    "name": "Crisps",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "taxonomy": "product_cat",
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            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/.md",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
            "price_per_100g_gbp": 17.6,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074008",
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                "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
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                "height": 600,
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                "format": "avif",
                "file_size_bytes": 43195,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074008",
                    "attachment_id": 1074008,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074008",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
            "attributes": {
                "ingredient_family": "default",
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                "flavour_notes": "default",
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                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
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                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
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                    {
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                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2102,
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                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074007",
                "same_brand_products": [
                    {
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                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
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                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
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                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074007",
                    "product_name": "Walkers Ready Salted and Cheese and Onion Crisps, 14 x 25g",
                    "gtin": "5000328081908",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
                    "sub_type": "Big multipacks, Cheese and onion, Crisps, Potato crisps",
                    "variant_or_style": "walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.4",
                    "price_per_100g_gbp": "17.6",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "cheese-and-onion-crisps",
                        "crisps",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074007",
                "product_json_route": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074007",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-and-cheese-and-onion-crisps-14-x-25g-5000328081908-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074008",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074007&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074007",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers ready salted and cheese and onion crisps 14 x 25g walkers 5000328081908 crisp 5000328081908 default blend default big multipacks cheese and onion crisps potato crisps 1074007 walkers ready salted and cheese and onion crisps 14 x 25g 5000328081908 walkers https crisps biz product walkers ready salted and cheese and onion crisps 14 x 25g big multipacks cheese and onion crisps potato crisps walkers ready salted and cheese and onion crisps 14 x 25g no blend 25 4 4 17 6 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps big multipacks cheese and onion crisps crisps potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0429e35773b59453cc3d73379bd18f006ce0126c9347a6a661fbc49196a84b47"
            }
        },
        {
            "product_id": "1074011",
            "name": "Walkers Wotsits Bag of Bones Cheese Corn Puffs, 120g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "short_description": "A 120g sharing bag of Wotsits Bag of Bones: baked corn puffs in bone shapes, skulls, ribcages and hands, with the Really Cheesy flavour of dried cheese, whey permeate, cheese seasoning, yeast extract and lactic acid. The label gives 163 kcal and 0.5g of salt for each 30g serving.Milk is in the cheese flavour, in the dried cheese, the whey permeate, the cheese seasoning and the flavouring. The colour comes from paprika extract and annatto.The pack's allergy advice says it may contain cereals containing gluten, mustard and soya.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074011",
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            "regular_price_gbp": 4.25,
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            "unit_pricing": {
                "version": 1,
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                "pack_label": "120g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.8333333333333335,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
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                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074012",
                "attachment_id": 1074012,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 54595,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074012",
                    "attachment_id": 1074012,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074012",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074011",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Wotsits Bag of Bones Cheese Corn Puffs, 120g",
                    "gtin": "5000328084886",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
                    "sub_type": "Cheesy, Crisps, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "120",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.8333333333333",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074011",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074011",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-bag-of-bones-cheese-corn-puffs-120g-5000328084886-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074011&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074011",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "contains_l_theanine",
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                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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            }
        },
        {
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
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                },
                {
                    "term_id": 2114,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
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                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
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                    "slug": "ready-salted-crisps",
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            ],
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            "product_json_route": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/.md",
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-french-fries-ready-salted-snacks-6-x-18g/",
            "buy_url": "https://crisps.biz/buy/walkers-french-fries-ready-salted-snacks-6-x-18g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-french-fries-ready-salted-snacks-6-x-18g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-ready-salted-snacks-6-x-18g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-french-fries-ready-salted-snacks-6-x-18g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers French Fries Ready Salted Snacks, 6 x 18g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074014",
                "attachment_id": 1074014,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38510,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074014",
                    "attachment_id": 1074014,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074014",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074013",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074013",
                    "product_name": "Walkers French Fries Ready Salted Snacks, 6 x 18g",
                    "gtin": "5000328107202",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Ready salted and sea salt",
                    "variant_or_style": "walkers-french-fries-ready-salted-snacks-6-x-18g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "18",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "16.666666666667",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074013",
                "product_json_route": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-french-fries-ready-salted-snacks-6-x-18g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-ready-salted-snacks-6-x-18g/",
                "citation_anchor": "https://crisps.biz/product/walkers-french-fries-ready-salted-snacks-6-x-18g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074013",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-ready-salted-snacks-6-x-18g-5000328107202-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074014",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074013&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074013",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                {
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                    "name": "Walkers",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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                    "taxonomy": "product_cat",
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                },
                {
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                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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                }
            ],
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            "product_json_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/.md",
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 12,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36387,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074018",
                    "attachment_id": 1074018,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074018",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074017",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074017",
                    "product_name": "Sunbites Sweet Chilli Wholegrain Crisps, 6 x 25g",
                    "gtin": "5000328154893",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Sweet and savoury",
                    "variant_or_style": "sunbites-sweet-chilli-wholegrain-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074017",
                "product_json_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074017",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-6-x-25g-5000328154893-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074018",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074017&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074017",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "astringency",
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                    "sweetness",
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                    "mouthfeel",
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                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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                {
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                    "name": "Walkers",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
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            "category_entities": [
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
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            ],
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            "product_json_route": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074020",
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            "regular_price_gbp": 4,
            "currency": "GBP",
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 20,
                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-sweet-and-spicy-snacks-6-x-16g-5000328196237-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-sweet-and-spicy-snacks-6-x-16g-5000328196237-front-of-pack-600x600.avif",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
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                        "max_width": 1200
                    }
                },
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                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                        "freshness": "live_attachment_fallback"
                    },
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                    "source": {
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-sweet-and-spicy-snacks-6-x-16g-5000328196237-front-of-pack-600x600.avif",
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                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
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                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074021",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074020",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074020",
                    "product_name": "Walkers Wotsits Sweet and Spicy Snacks, 6 x 16g",
                    "gtin": "5000328196237",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
                    "sub_type": "Crisps, Hot and spicy, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "walkers-wotsits-sweet-and-spicy-snacks-6-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "20",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074020",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-sweet-and-spicy-snacks-6-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074020",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-sweet-and-spicy-snacks-6-x-16g-5000328196237-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074021",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074020&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074020",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers wotsits sweet and spicy snacks 6 x 16g walkers 5000328196237 crisp 5000328196237 default blend default crisps hot and spicy multipacks puffs rings and shapes 1074020 walkers wotsits sweet and spicy snacks 6 x 16g 5000328196237 walkers https crisps biz product walkers wotsits sweet and spicy snacks 6 x 16g crisps hot and spicy multipacks puffs rings and shapes walkers wotsits sweet and spicy snacks 6 x 16g no blend 16 3 2 20 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps spicy crisps crisp multipacks puffs rings and shapes default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "fceb08f953ed0f98147ba732b18ec0454ebcc986ec1f20e776aa77da555419db"
            }
        },
        {
            "product_id": "1074026",
            "name": "Walkers Wotsits Giants Really Cheesy Snacks, 130g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328202389",
            "sku": "CRISP-5000328202389",
            "slug": "walkers-wotsits-giants-really-cheesy-snacks-130g",
            "short_description": "A 130g sharing bag of Walkers Wotsits Giants Really Cheesy: big, baked corn puffs made from corn and rapeseed oil, coated in a cheese flavour of whey permeate, 6% dried cheese, cheese solids and dairy solids. The pack says baked not fried. The label gives 148 kcal and 0.47g of salt for a 30g serving.The pack says the puffs are suitable for vegetarians, with no artificial colours or preservatives.Milk is in the cheese flavour, and the allergy advice says the puffs may contain soya, wheat, barley, gluten, celery and mustard.Allergens. Contains milk; may contain celery, cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074026",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6153846153846154,
                "weight_g": 130,
                "comparison_price_gbp": 2.6153846153846154,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.6153846153846154,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Wotsits Giants Really Cheesy Snacks, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074027",
                "attachment_id": 1074027,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44294,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074027",
                    "attachment_id": 1074027,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074027",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074026",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074026",
                    "product_name": "Walkers Wotsits Giants Really Cheesy Snacks, 130g",
                    "gtin": "5000328202389",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/",
                    "sub_type": "Cheesy, Crisps, Popped and baked, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "walkers-wotsits-giants-really-cheesy-snacks-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.6153846153846",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074026",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-giants-really-cheesy-snacks-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-giants-really-cheesy-snacks-130g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-giants-really-cheesy-snacks-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074026",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-really-cheesy-snacks-130g-5000328202389-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074027",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074026&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074026",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers wotsits giants really cheesy snacks 130g walkers 5000328202389 crisp 5000328202389 default blend default cheesy crisps popped and baked puffs rings and shapes sharing bags 1074026 walkers wotsits giants really cheesy snacks 130g 5000328202389 walkers https crisps biz product walkers wotsits giants really cheesy snacks 130g cheesy crisps popped and baked puffs rings and shapes sharing bags walkers wotsits giants really cheesy snacks 130g no blend 130 3 4 2 6153846153846 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheesy crisps crisps popped and baked crisps puffs rings and shapes sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "68636fdc50b16000e1671f3acb4590b8a331e812bcb20794971699f4dc8fc985"
            }
        },
        {
            "product_id": "1074031",
            "name": "Walkers Wotsits Giants Sweet and Spicy Snacks, 130g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328202464",
            "sku": "CRISP-5000328202464",
            "slug": "walkers-wotsits-giants-sweet-and-spicy-snacks-130g",
            "short_description": "A 130g sharing bag of Walkers Wotsits Giants Sweet and Spicy Flamin' Hot: big, baked corn puffs made from corn and rapeseed oil, coated in a Flamin' Hot flavour of sugar, fructose, flavourings, onion, garlic and soya. The pack says baked not fried. The label gives 160 kcal and 0.51g of salt for a 30g serving.The pack says the puffs are suitable for vegetarians, with no preservatives. MSG is on the list.Wheat and soya are in the flavour, and the allergy advice says the puffs may contain milk, gluten, barley, celery and mustard.Allergens. Contains cereals containing gluten and soya; may contain celery, milk and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074031",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6153846153846154,
                "weight_g": 130,
                "comparison_price_gbp": 2.6153846153846154,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.6153846153846154,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Wotsits Giants Sweet and Spicy Snacks, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074032",
                "attachment_id": 1074032,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44111,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074032",
                    "attachment_id": 1074032,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074032",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074031",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074031",
                    "product_name": "Walkers Wotsits Giants Sweet and Spicy Snacks, 130g",
                    "gtin": "5000328202464",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
                    "sub_type": "Crisps, Hot and spicy, Popped and baked, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "walkers-wotsits-giants-sweet-and-spicy-snacks-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.6153846153846",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074031",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-giants-sweet-and-spicy-snacks-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074031",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-giants-sweet-and-spicy-snacks-130g-5000328202464-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074032",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074031&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074031",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers wotsits giants sweet and spicy snacks 130g walkers 5000328202464 crisp 5000328202464 default blend default crisps hot and spicy popped and baked puffs rings and shapes sharing bags 1074031 walkers wotsits giants sweet and spicy snacks 130g 5000328202464 walkers https crisps biz product walkers wotsits giants sweet and spicy snacks 130g crisps hot and spicy popped and baked puffs rings and shapes sharing bags walkers wotsits giants sweet and spicy snacks 130g no blend 130 3 4 2 6153846153846 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps spicy crisps popped and baked crisps puffs rings and shapes sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "82aa164c47249015e1ee5804c25151b43b5ef200b864be5c246c5e77b0bb8f2f"
            }
        },
        {
            "product_id": "1074036",
            "name": "Walkers Oven Baked Prawn Cocktail Crisps, 37.5g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Popped and baked",
                "Potato crisps",
                "Prawn cocktail and seafood",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328210438",
            "sku": "CRISP-5000328210438",
            "slug": "walkers-oven-baked-prawn-cocktail-crisps-37-5g",
            "short_description": "A 37.5g bag of Walkers Oven Baked Prawn Cocktail, a baked potato snack made from potato flakes and starch, with a sweet and tangy seasoning. The label gives 160 kcal and 0.18g of salt for the bag, which it treats as one serving, with 0.48g of salt per 100g, one of the lowest salt figures in the Walkers range we stock.The full name on the pack says it is made with sugar and sweetener: the seasoning uses sugar, dextrose and a little sucralose, with citric acid, potassium acetates, tomato and onion. No seafood is listed.No allergens are highlighted in the ingredients, but the allergy advice says it may contain cereals containing gluten, milk, mustard and soya. The pack says it is suitable for vegetarians and that the range is always baked, never fried.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074036",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.866666666666667,
                "weight_g": 37.5,
                "comparison_price_gbp": 5.866666666666667,
                "comparison_unit": "100g",
                "pack_label": "37.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 5.866666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Prawn Cocktail Crisps, 37.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074037",
                "attachment_id": 1074037,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47485,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074037",
                    "attachment_id": 1074037,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074037",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074036",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074036",
                    "product_name": "Walkers Oven Baked Prawn Cocktail Crisps, 37.5g",
                    "gtin": "5000328210438",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
                    "sub_type": "Crisps, Popped and baked, Potato crisps, Prawn cocktail and seafood, Single bags",
                    "variant_or_style": "walkers-oven-baked-prawn-cocktail-crisps-37-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "37.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "5.8666666666667",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "prawn-cocktail-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074036",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-prawn-cocktail-crisps-37-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074036",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-prawn-cocktail-crisps-37-5g-5000328210438-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074037",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074036&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074036",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers oven baked prawn cocktail crisps 37 5g walkers 5000328210438 crisp 5000328210438 default blend default crisps popped and baked potato crisps prawn cocktail and seafood single bags 1074036 walkers oven baked prawn cocktail crisps 37 5g 5000328210438 walkers https crisps biz product walkers oven baked prawn cocktail crisps 37 5g crisps popped and baked potato crisps prawn cocktail and seafood single bags walkers oven baked prawn cocktail crisps 37 5g no blend 37 5 2 2 5 8666666666667 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps popped and baked crisps potato crisps prawn cocktail crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "13aa0e181d5c21412f8476d5f8a8cad344818e16bd568043b0cbec26d5b7090a"
            }
        },
        {
            "product_id": "1074038",
            "name": "Walkers Monster Munch Giants Pickled Onion Snacks, 85g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Sharing bags",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
            "gtin": "5000328219769",
            "sku": "CRISP-5000328219769",
            "slug": "walkers-monster-munch-giants-pickled-onion-snacks-85g",
            "short_description": "An 85g sharing bag of Walkers Monster Munch Giants Pickled Onion: big, baked corn claws made from maize and rapeseed oil, with a pickled onion seasoning of flavourings, whey permeate, onion, garlic, soya protein and spices. The pack says baked not fried. The label gives 153 kcal and 0.47g of salt for a 30g serving.The pack says the snacks are suitable for vegetarians, with no artificial colours. MSG is on the list.Milk and soya are in the seasoning, and the allergy advice says the snacks may contain wheat, gluten, barley, celery and mustard.Allergens. Contains milk and soya; may contain celery, cereals containing gluten and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "product_json_route": "https://crisps.biz/product/walkers-monster-munch-giants-pickled-onion-snacks-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-giants-pickled-onion-snacks-85g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074038",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.5294117647058822,
                "weight_g": 85,
                "comparison_price_gbp": 3.5294117647058822,
                "comparison_unit": "100g",
                "pack_label": "85g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.5294117647058822,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "buy_url": "https://crisps.biz/buy/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Monster Munch Giants Pickled Onion Snacks, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074039",
                "attachment_id": 1074039,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 50926,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074039",
                    "attachment_id": 1074039,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074039",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-giants-pickled-onion-snacks-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074038",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
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                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
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                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
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                            "source": "crisps.biz curator rating",
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                    },
                    {
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                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
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                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
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                        }
                    },
                    {
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                        "brand": "Walkers",
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                    },
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                    }
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                    },
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                            "note": null,
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                    },
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                            "note": null,
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                            "note": null,
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                    },
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                            "note": null,
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                        }
                    },
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    }
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                "linked_wiki_topics": [],
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                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                    "_crisps_catalogue_{field}",
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                    "linked_wiki_topic_count": 0,
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                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-giants-pickled-onion-snacks-85g-5000328219769-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074039",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074038&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074038",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers monster munch giants pickled onion snacks 85g walkers 5000328219769 crisp 5000328219769 default blend default crisps popped and baked puffs rings and shapes sharing bags tangy and umami 1074038 walkers monster munch giants pickled onion snacks 85g 5000328219769 walkers https crisps biz product walkers monster munch giants pickled onion snacks 85g crisps popped and baked puffs rings and shapes sharing bags tangy and umami walkers monster munch giants pickled onion snacks 85g no blend 85 3 3 5294117647059 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps popped and baked crisps puffs rings and shapes sharing bags umami crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "149710f63ceed67605bf69d6abff01dcfa8fa1accae48cf272fa54f8560d2136"
            }
        },
        {
            "product_id": "1074043",
            "name": "Walkers Squares Salt and Vinegar Snacks, 6 x 22g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5000328238807",
            "sku": "CRISP-5000328238807",
            "slug": "walkers-squares-salt-and-vinegar-snacks-6-x-22g",
            "short_description": "Six 22g bags of Walkers Squares Salt and Vinegar, 132g in all: square potato snacks made from potato granules, sunflower oil and potato starch, with a salt and vinegar flavour of flavouring, citric acid, sugar, monosodium glutamate, disodium guanylate and potassium chloride. The pack gives 97 kcal (409 kJ) and 0.48g of salt for each bag.The pack says there are no artificial colours and that the snacks are suitable for vegetarians.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten, milk and soya. Each bag is one serving.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "product_json_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074043",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.636363636363637,
                "weight_g": 22,
                "comparison_price_gbp": 13.636363636363637,
                "comparison_unit": "100g",
                "pack_label": "22g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 13.636363636363637,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "buy_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Squares Salt and Vinegar Snacks, 6 x 22g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074044",
                "attachment_id": 1074044,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45280,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074044",
                    "attachment_id": 1074044,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074044",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074043",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "sku": "CRISP-8008698031032",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "gtin": "5000328238807",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
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                    "variant_or_style": "walkers-squares-salt-and-vinegar-snacks-6-x-22g",
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                    "country_of_origin": "blend",
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                    "packaging_type": "",
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                    "fairtrade": "",
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                    "kosher": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074043",
                "product_json_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074043",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-6-x-22g-5000328238807-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074044",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074043&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074043",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "sweetness",
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                    "recommended_time_of_day",
                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers squares salt and vinegar snacks 6 x 22g walkers 5000328238807 crisp 5000328238807 default blend default crisps multipacks puffs rings and shapes salt and vinegar 1074043 walkers squares salt and vinegar snacks 6 x 22g 5000328238807 walkers https crisps biz product walkers squares salt and vinegar snacks 6 x 22g crisps multipacks puffs rings and shapes salt and vinegar walkers squares salt and vinegar snacks 6 x 22g no blend 22 3 13 636363636364 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks puffs rings and shapes salt and vinegar crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8e05546a5d960e0cf11054edafd4a8bd44fcebcb20a0fd9135a14c1e042c73d5"
            }
        },
        {
            "product_id": "1074045",
            "name": "Walkers Ready Salted Crisps, 45g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Ready salted and sea salt",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328270548",
            "sku": "CRISP-5000328270548",
            "slug": "walkers-ready-salted-crisps-45g",
            "short_description": "A 45g bag of Walkers Ready Salted, the plain crisp for one. The label gives 234 kcal and 0.54g of salt for the bag.The ingredients are potatoes, sunflower and rapeseed oils, salt and antioxidants. No allergens are highlighted in the ingredients, and the pack says the crisps are suitable for vegetarians, with no added MSG or artificial colours.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074045",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.444444444444445,
                "weight_g": 45,
                "comparison_price_gbp": 4.444444444444445,
                "comparison_unit": "100g",
                "pack_label": "45g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 4.444444444444445,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Ready Salted Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074046",
                "attachment_id": 1074046,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43258,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074046",
                    "attachment_id": 1074046,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074046",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074045",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074045",
                    "product_name": "Walkers Ready Salted Crisps, 45g",
                    "gtin": "5000328270548",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/",
                    "sub_type": "Crisps, Potato crisps, Ready salted and sea salt, Single bags",
                    "variant_or_style": "walkers-ready-salted-crisps-45g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "45",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "4.4444444444444",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "ready-salted-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074045",
                "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074045",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-45g-5000328270548-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074046",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074045&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074045",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers ready salted crisps 45g walkers 5000328270548 crisp 5000328270548 default blend default crisps potato crisps ready salted and sea salt single bags 1074045 walkers ready salted crisps 45g 5000328270548 walkers https crisps biz product walkers ready salted crisps 45g crisps potato crisps ready salted and sea salt single bags walkers ready salted crisps 45g no blend 45 2 4 4444444444444 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps ready salted crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8f7cae09d573f7375ad8a3e4234c1246438c0f9808e2a6218c644a011cdeedcb"
            }
        },
        {
            "product_id": "1074048",
            "name": "Walkers Cheese and Onion Crisps, 45g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
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            "slug": "walkers-cheese-and-onion-crisps-45g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/",
            "product_json_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074048",
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            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 4.888888888888889,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-45g/",
            "buy_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-45g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-45g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-45g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-45g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Cheese and Onion Crisps, 45g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074049",
                "attachment_id": 1074049,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45012,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074049",
                    "attachment_id": 1074049,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-45g-5000328270715-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074049",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074048",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Walkers Cheese and Onion Crisps, 45g",
                    "gtin": "5000328270715",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/",
                    "sub_type": "Cheese and onion, Crisps, Potato crisps, Single bags",
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                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "focus_friendly": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_nuts": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "potato-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
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                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074048",
                "product_json_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-45g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-45g/",
                "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-45g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074048",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074048&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074048",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "contains_nuts",
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "gtin",
                    "sku",
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                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                    "citation_anchor",
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            "name": "Walkers Wotsits Really Cheesy Snacks, 12 x 16.5g",
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                },
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                "status": "instock",
                "is_in_stock": true,
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            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-12-x-16-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-12-x-16-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack-600x600.avif",
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                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074051",
                "attachment_id": 1074051,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39046,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074051",
                    "attachment_id": 1074051,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-12-x-16-5g-5000328288529-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074051",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-12-x-16-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074050",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
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                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074125",
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                        "gtin": "5000328787251",
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                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    }
                ],
                "same_category_products": [
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Torres",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
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                            "rating_scale": "0-5",
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                            "note": null,
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                            "note": null,
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                        "currency": "GBP",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "stock_level": "instock",
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                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "product_name": "derived_runtime",
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                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Walkers",
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                    "linked_wiki_topic_count": 0,
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                "file_size_bytes": 51920,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074054",
                    "attachment_id": 1074054,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-cheesy-snacks-140g-5000328328645-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-crunchy-really-cheesy-snacks-140g-5000328328645-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074054",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-crunchy-really-cheesy-snacks-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074053",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
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                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5000328328645",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-crunchy-really-cheesy-snacks-140g/",
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                    "variant_or_style": "walkers-wotsits-crunchy-really-cheesy-snacks-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
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                    "flavour_notes": "default",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "food_pairings": "",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
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                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
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                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
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                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074053",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-crunchy-really-cheesy-snacks-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-crunchy-really-cheesy-snacks-140g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-really-cheesy-snacks-140g/",
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                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-crunchy-really-cheesy-snacks-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074053",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
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                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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            "buy_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
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                "validation_status": "verified_present_non_upscaled",
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                        "max_width": 1000
                    },
                    "webp": {
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                        "max_width": 1000
                    },
                    "avif": {
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                        "max_width": 1000
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                    },
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
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                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
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                            "caption": false,
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                            "patchmap": false,
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                            "provenance": false,
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                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074059",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074058",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074058",
                    "product_name": "Walkers Wotsits Crunchy Sweet and Spicy Snacks, 140g",
                    "gtin": "5000328328812",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
                    "sub_type": "Crisps, Hot and spicy, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.4285714285714",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074058",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074058",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-crunchy-sweet-and-spicy-snacks-140g-5000328328812-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074059",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074058&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074058",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers wotsits crunchy sweet and spicy snacks 140g walkers 5000328328812 crisp 5000328328812 default blend default crisps hot and spicy puffs rings and shapes sharing bags 1074058 walkers wotsits crunchy sweet and spicy snacks 140g 5000328328812 walkers https crisps biz product walkers wotsits crunchy sweet and spicy snacks 140g crisps hot and spicy puffs rings and shapes sharing bags walkers wotsits crunchy sweet and spicy snacks 140g no blend 140 3 4 2 4285714285714 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps spicy crisps puffs rings and shapes sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "25b3ec3681ea1d6961d77d1d37734e94b8b72ec6db83f0761c0ab1be9c19ef5e"
            }
        },
        {
            "product_id": "1074063",
            "name": "Smiths Frazzles Bacon Snacks, 120g",
            "brand": "Smiths",
            "brand_entities": [
                {
                    "term_id": 2169,
                    "name": "Smiths",
                    "slug": "smiths",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/smiths/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328334196",
            "sku": "CRISP-5000328334196",
            "slug": "smiths-frazzles-bacon-snacks-120g",
            "short_description": "A 120g sharing bag of Smiths Frazzles Crispy Bacon: rippled corn snacks, striped like rashers of streaky bacon, made from corn and rapeseed oil with a bacon seasoning of salt, hydrolysed vegetable protein, flavour enhancers, yeast, smoked maltodextrin and carob flour. The pack says baked not fried. The label gives 146 kcal and 0.82g of salt for a 30g serving.There is no bacon on the list: the pack says the snacks are suitable for vegetarians, with no artificial preservatives. MSG is on the list.Milk and soya are in the seasoning, and the allergy advice says the snacks may contain celery, cereals containing gluten and mustard.Allergens. Contains milk and soya; may contain celery, cereals containing gluten and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/",
            "product_json_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/.json",
            "product_markdown_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074063",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6666666666666667,
                "weight_g": 120,
                "comparison_price_gbp": 1.6666666666666667,
                "comparison_unit": "100g",
                "pack_label": "120g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 1.6666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-120g/",
            "buy_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-120g/",
            "human_purchase_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-120g/",
            "buy_card_route": "https://crisps.biz/buy-card/smiths-frazzles-bacon-snacks-120g/",
            "buy_card_url": "https://crisps.biz/buy-card/smiths-frazzles-bacon-snacks-120g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Smiths Frazzles Bacon Snacks, 120g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074064",
                "attachment_id": 1074064,
                "relative_upload_path": "2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36392,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074064",
                    "attachment_id": 1074064,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074064",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2169,
                    "name": "Smiths",
                    "slug": "smiths",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/smiths/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074063",
                "same_brand_products": [
                    {
                        "product_id": "1073807",
                        "name": "Smiths Frazzles Bacon Snacks, 6 x 20g",
                        "brand": "Smiths",
                        "gtin": "5000328027685",
                        "sku": "CRISP-5000328027685",
                        "canonical_product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-6-x-20g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074063",
                    "product_name": "Smiths Frazzles Bacon Snacks, 120g",
                    "gtin": "5000328334196",
                    "brand": "Smiths",
                    "product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/",
                    "sub_type": "Crisps, Meaty, Popped and baked, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "smiths-frazzles-bacon-snacks-120g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "120",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "1.6666666666667",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Smiths",
                    "brand_slugs": [
                        "smiths"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074063",
                "product_json_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/.json",
                "product_markdown_route": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/.md",
                "checkout_url": "https://crisps.biz/buy/smiths-frazzles-bacon-snacks-120g/",
                "buy_card_route": "https://crisps.biz/buy-card/smiths-frazzles-bacon-snacks-120g/",
                "citation_anchor": "https://crisps.biz/product/smiths-frazzles-bacon-snacks-120g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074063",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-smiths-frazzles-bacon-snacks-120g-5000328334196-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074064",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074063&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074063",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " smiths frazzles bacon snacks 120g smiths 5000328334196 crisp 5000328334196 default blend default crisps meaty popped and baked puffs rings and shapes sharing bags 1074063 smiths frazzles bacon snacks 120g 5000328334196 smiths https crisps biz product smiths frazzles bacon snacks 120g crisps meaty popped and baked puffs rings and shapes sharing bags smiths frazzles bacon snacks 120g no blend 120 2 1 6666666666667 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 smiths smiths crisps meaty crisps popped and baked crisps puffs rings and shapes sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7ac995d474398e24510d4a2b5ded1afde0c43b78971e6f395a7438c3afdf822c"
            }
        },
        {
            "product_id": "1074066",
            "name": "Walkers Wotsits Really Cheesy Snacks, 6 x 16.5g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328373362",
            "sku": "CRISP-5000328373362",
            "slug": "walkers-wotsits-really-cheesy-snacks-6-x-16-5g",
            "short_description": "Six 16.5g bags of Walkers Wotsits Really Cheesy, 99g in all: baked corn puffs with a cheese flavour of whey permeate, dried cheese, cheese and dairy solids, yeast extract and lactic acid. The pack gives 82 kcal (340 kJ) and 0.26g of salt for each bag.The pack says the puffs are baked, not fried, with no artificial colours or preservatives, and suitable for vegetarians. Dried cheese makes up 6% of the puffs.Milk is in the cheese flavour, and the allergy advice on the pack says they may contain soya, wheat, barley, gluten, celery and mustard. Each bag is one serving, which suits a week of lunchboxes.Allergens. Contains milk; may contain celery, cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074066",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 18.181818181818183,
                "weight_g": 16.5,
                "comparison_price_gbp": 18.181818181818183,
                "comparison_unit": "100g",
                "pack_label": "16.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 18.181818181818183,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Wotsits Really Cheesy Snacks, 6 x 16.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074067",
                "attachment_id": 1074067,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42865,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074067",
                    "attachment_id": 1074067,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074067",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074066",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
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                    "food_pairings",
                    "occasion_pairings",
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                    "contains_l_theanine",
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                    "contains_nuts",
                    "contains_gluten"
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                    "product_url": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
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                    "mouthfeel": "",
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                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
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                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
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                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074066",
                "product_json_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
                "citation_anchor": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-6-x-16-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074066",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-6-x-16-5g-5000328373362-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074066",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "sweetness",
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                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
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                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                },
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            "buy_card_url": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-6-x-25g/",
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                    },
                    "webp": {
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                    },
                    "avif": {
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                    },
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                    },
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                    },
                    "sidecars": {
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                        "integrity_status": "not_verified_for_request",
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                        },
                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074071",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-6-x-25g/",
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            "flavour_notes": "default",
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                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
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                    "claim.stock.availability": {
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                        "evidence_strength": "woocommerce_runtime",
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                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
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                            "buy-card",
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                        ],
                        "review_status": "approved",
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                        "policy_source": "loaded_from_claim_policy_contract",
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                        ],
                        "disallowed_wording": [
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                            "autonomous purchase",
                            "agent can add to basket"
                        ],
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                            "agent-policy"
                        ],
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                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
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                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
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                        "allowed_surfaces": [
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                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
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                        "policy_source": "loaded_from_claim_policy_contract",
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                        ],
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                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
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                        "allowed_surfaces": [
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                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
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                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
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                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    },
                    {
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                    },
                    {
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                    },
                    {
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                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
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                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074070",
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                    },
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                    },
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                    },
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Walkers Cheese and Onion Crisps, 6 x 25g",
                    "gtin": "5000328375373",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-6-x-25g/",
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                    "variant_or_style": "walkers-cheese-and-onion-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074070",
                "product_json_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-cheese-and-onion-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-cheese-and-onion-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-cheese-and-onion-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074070",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-cheese-and-onion-crisps-6-x-25g-5000328375373-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074071",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074070&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074070",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "mouthfeel",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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            "name": "Walkers Classic Variety Crisps, 6 x 25g",
            "brand": "Walkers",
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                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
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                "Multipacks",
                "Potato crisps",
                "Variety packs"
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074076",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12,
                "weight_g": 25,
                "comparison_price_gbp": 12,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Classic Variety Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074077",
                "attachment_id": 1074077,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40619,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074077",
                    "attachment_id": 1074077,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074077",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074076",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074076",
                    "product_name": "Walkers Classic Variety Crisps, 6 x 25g",
                    "gtin": "5000328376165",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Variety packs",
                    "variant_or_style": "walkers-classic-variety-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074076",
                "product_json_route": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-classic-variety-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-classic-variety-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-classic-variety-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074076",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-classic-variety-crisps-6-x-25g-5000328376165-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074077",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074076&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074076",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f490bbf9e1e21bbfd40d357a888f0743984d0941da5ddc86d0b79245c48a6eab"
            }
        },
        {
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            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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            ],
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                "Multipacks",
                "Potato crisps",
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                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
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                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/.md",
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            "regular_price_gbp": 3.75,
            "currency": "GBP",
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Ready Salted Crisps, 6 x 25g, front of pack, available at crisps.biz",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074080",
                "attachment_id": 1074080,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40598,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074080",
                    "attachment_id": 1074080,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074080",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074079",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074079",
                    "product_name": "Walkers Ready Salted Crisps, 6 x 25g",
                    "gtin": "5000328376677",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "walkers-ready-salted-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074079",
                "product_json_route": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-ready-salted-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-ready-salted-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/walkers-ready-salted-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074079",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-ready-salted-crisps-6-x-25g-5000328376677-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074080",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074079&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074079",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "occasion_pairings",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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                {
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                },
                {
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                },
                {
                    "term_id": 2113,
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            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/.md",
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                "price_source": "woocommerce_current_price",
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            },
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            "availability": "https://schema.org/InStock",
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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            "buy_url": "https://crisps.biz/buy/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
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                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g-5000328428581-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074086",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074085",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074085",
                    "product_name": "Walkers Sensations Lime and Coriander Chutney Poppadoms, 82.5g",
                    "gtin": "5000328428581",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
                    "sub_type": "Crisps, Herby and deli, Lentil, pulse and veg, Sharing bags",
                    "variant_or_style": "walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "82.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "4.1212121212121",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074085",
                "product_json_route": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
                "citation_anchor": "https://crisps.biz/product/walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074085",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-lime-and-coriander-chutney-poppadoms-82-5g-5000328428581-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074085&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074085",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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                {
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                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
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                "Lentil, pulse and veg",
                "Multipacks"
            ],
            "category_entities": [
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
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                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/.md",
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            "regular_price_gbp": 4,
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                "serving_unit": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 12.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
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            "buy_card_route": "https://crisps.biz/buy-card/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
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                "relative_upload_path": "2026/09/www-crisps-biz-sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g-5000328435756-front-of-pack-600x600.avif",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                    },
                    "webp": {
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                    "avif": {
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                        "authority": "crisps Image Estate Authority",
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                    "preferred": {
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
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                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074092",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074091",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074091",
                    "product_name": "Sunbites Sour Cream and Cracked Black Pepper Wholegrain Crisps, 6 x 25g",
                    "gtin": "5000328435756",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
                    "sub_type": "Crisps, Herby and deli, Lentil, pulse and veg, Multipacks",
                    "variant_or_style": "sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074091",
                "product_json_route": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074091",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sour-cream-and-cracked-black-pepper-wholegrain-crisps-6-x-25g-5000328435756-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074092",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074091&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074091",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " sunbites sour cream and cracked black pepper wholegrain crisps 6 x 25g walkers 5000328435756 crisp 5000328435756 default blend default crisps herby and deli lentil pulse and veg multipacks 1074091 sunbites sour cream and cracked black pepper wholegrain crisps 6 x 25g 5000328435756 walkers https crisps biz product sunbites sour cream and cracked black pepper wholegrain crisps 6 x 25g crisps herby and deli lentil pulse and veg multipacks sunbites sour cream and cracked black pepper wholegrain crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps deli flavour crisps lentil and veg crisps crisp multipacks default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "1c86cd062f6d2e8d992794d1361a4c56d8bf5cc28af675daeb6e8d9e458011ac"
            }
        },
        {
            "product_id": "1074093",
            "name": "Walkers Quavers Cheese Snacks, 34g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Puffs, rings and shapes",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328529660",
            "sku": "CRISP-5000328529660",
            "slug": "walkers-quavers-cheese-snacks-34g",
            "short_description": "A 34g grab bag of Walkers Quavers Cheese: light, curly potato snacks made from potato starch, with a cheese flavour of whey powder, milk powder, cheese powder, flavouring, monosodium glutamate, garlic and lactic acid. The whole bag works out at about 182 kcal and 0.7g of salt.The pack says there are no artificial colours or preservatives and that the snacks are suitable for vegetarians.Milk, soya, wheat and barley are on the list, and the allergy advice says the snacks may contain celery and mustard.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/",
            "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074093",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.882352941176471,
                "weight_g": 34,
                "comparison_price_gbp": 5.882352941176471,
                "comparison_unit": "100g",
                "pack_label": "34g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5.882352941176471,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-34g/",
            "buy_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-34g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-34g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-34g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-34g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Quavers Cheese Snacks, 34g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074094",
                "attachment_id": 1074094,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35182,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074094",
                    "attachment_id": 1074094,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074094",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074093",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074093",
                    "product_name": "Walkers Quavers Cheese Snacks, 34g",
                    "gtin": "5000328529660",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/",
                    "sub_type": "Cheesy, Crisps, Puffs, rings and shapes, Single bags",
                    "variant_or_style": "walkers-quavers-cheese-snacks-34g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "34",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "5.8823529411765",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074093",
                "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-34g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-34g/",
                "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-34g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074093",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-34g-5000328529660-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074094",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074093&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074093",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers quavers cheese snacks 34g walkers 5000328529660 crisp 5000328529660 default blend default cheesy crisps puffs rings and shapes single bags 1074093 walkers quavers cheese snacks 34g 5000328529660 walkers https crisps biz product walkers quavers cheese snacks 34g cheesy crisps puffs rings and shapes single bags walkers quavers cheese snacks 34g no blend 34 2 5 8823529411765 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheesy crisps crisps puffs rings and shapes single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d0ad96e97b271972ed411d7392514269e7c137ede8462cf8fcceec0a986720ce"
            }
        },
        {
            "product_id": "1074096",
            "name": "Walkers Squares Salt and Vinegar Snacks, 40g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Puffs, rings and shapes",
                "Salt and vinegar",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328529745",
            "sku": "CRISP-5000328529745",
            "slug": "walkers-squares-salt-and-vinegar-snacks-40g",
            "short_description": "A 40g grab bag of Walkers Squares Salt and Vinegar: square potato snacks made from potato granules, sunflower oil and potato starch, with a salt and vinegar flavour of flavouring, citric acid, sugar, monosodium glutamate, disodium guanylate and potassium chloride. The label gives 177 kcal and 0.88g of salt for the bag.The pack says there are no artificial colours and that the snacks are suitable for vegetarians. There is no vinegar on the list: the sharp taste comes from the flavouring and citric acid.No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten, milk and soya.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/",
            "product_json_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074096",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5,
                "weight_g": 40,
                "comparison_price_gbp": 5,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-40g/",
            "buy_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-40g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-salt-and-vinegar-snacks-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-squares-salt-and-vinegar-snacks-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Squares Salt and Vinegar Snacks, 40g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074097",
                "attachment_id": 1074097,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45324,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074097",
                    "attachment_id": 1074097,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074097",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074096",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5000328529745",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/",
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                    "variant_or_style": "walkers-squares-salt-and-vinegar-snacks-40g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
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                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074096",
                "product_json_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-squares-salt-and-vinegar-snacks-40g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-salt-and-vinegar-snacks-40g/",
                "citation_anchor": "https://crisps.biz/product/walkers-squares-salt-and-vinegar-snacks-40g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074096",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-salt-and-vinegar-snacks-40g-5000328529745-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074097",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074096&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074096",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers squares salt and vinegar snacks 40g walkers 5000328529745 crisp 5000328529745 default blend default crisps puffs rings and shapes salt and vinegar single bags 1074096 walkers squares salt and vinegar snacks 40g 5000328529745 walkers https crisps biz product walkers squares salt and vinegar snacks 40g crisps puffs rings and shapes salt and vinegar single bags walkers squares salt and vinegar snacks 40g no blend 40 2 5 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps puffs rings and shapes salt and vinegar crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5cccd9699f85de68d55861879fc1aa1457c927aa45f709a81c83890940045227"
            }
        },
        {
            "product_id": "1074098",
            "name": "Walkers Wotsits Really Cheesy Snacks, 36g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328530055",
            "sku": "CRISP-5000328530055",
            "slug": "walkers-wotsits-really-cheesy-snacks-36g",
            "short_description": "A 36g grab bag of Walkers Wotsits Really Cheesy: baked corn puffs with a cheese flavour of whey permeate, dried cheese, cheese and dairy solids, yeast extract and lactic acid. The label gives 148 kcal (618 kJ) and 0.47g of salt for a 30g serving and says the bag holds one to two servings.The pack says the puffs are baked, not fried, with no artificial colours or preservatives, and suitable for vegetarians. Dried cheese makes up 6% of the puffs.Milk is in the cheese flavour, and the allergy advice says they may contain soya, wheat, barley, gluten, celery and mustard.Allergens. Contains milk; may contain celery, cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-36g/",
            "product_json_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-36g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-36g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074098",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.555555555555555,
                "weight_g": 36,
                "comparison_price_gbp": 5.555555555555555,
                "comparison_unit": "100g",
                "pack_label": "36g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5.555555555555555,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-36g/",
            "buy_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-36g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-wotsits-really-cheesy-snacks-36g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-36g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-wotsits-really-cheesy-snacks-36g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Wotsits Really Cheesy Snacks, 36g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074099",
                "attachment_id": 1074099,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44880,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074099",
                    "attachment_id": 1074099,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-wotsits-really-cheesy-snacks-36g-5000328530055-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074099",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-wotsits-really-cheesy-snacks-36g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074098",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "rating": 4,
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                            "source": "crisps.biz curator rating",
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                    },
                    {
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                            "note": null,
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                    },
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                    },
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                            "note": null,
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers wotsits really cheesy snacks 36g walkers 5000328530055 crisp 5000328530055 default blend default cheesy crisps popped and baked puffs rings and shapes single bags 1074098 walkers wotsits really cheesy snacks 36g 5000328530055 walkers https crisps biz product walkers wotsits really cheesy snacks 36g cheesy crisps popped and baked puffs rings and shapes single bags walkers wotsits really cheesy snacks 36g no blend 36 2 5 5555555555556 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheesy crisps crisps popped and baked crisps puffs rings and shapes single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "737c6b42718c1bf05cf34d0dd2cf6ab6cf87f7b533178ceca52bb0ac38f96a81"
            }
        },
        {
            "product_id": "1074100",
            "name": "Walkers Monster Munch Roast Beef Snacks, 40g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Puffs, rings and shapes",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328530215",
            "sku": "CRISP-5000328530215",
            "slug": "walkers-monster-munch-roast-beef-snacks-40g",
            "short_description": "A 40g grab bag of Walkers Monster Munch Roast Beef: big, baked corn snacks shaped like monster claws, with a roast beef seasoning and no meat on the list. The pack gives 197 kcal for the bag, which it counts as one serving.Wheat, soya and milk are on the list, and MSG is. The listing says the snacks are suitable for vegetarians.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/",
            "product_json_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074100",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.500000000000001,
                "weight_g": 40,
                "comparison_price_gbp": 5.500000000000001,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 5.500000000000001,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-40g/",
            "buy_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-40g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-roast-beef-snacks-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-monster-munch-roast-beef-snacks-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Monster Munch Roast Beef Snacks, 40g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074101",
                "attachment_id": 1074101,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45429,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074101",
                    "attachment_id": 1074101,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074101",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074100",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074100",
                    "product_name": "Walkers Monster Munch Roast Beef Snacks, 40g",
                    "gtin": "5000328530215",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/",
                    "sub_type": "Crisps, Meaty, Puffs, rings and shapes, Single bags",
                    "variant_or_style": "walkers-monster-munch-roast-beef-snacks-40g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "40",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "5.5",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "puffs-rings-and-shapes",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074100",
                "product_json_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-roast-beef-snacks-40g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-roast-beef-snacks-40g/",
                "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-roast-beef-snacks-40g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074100",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-roast-beef-snacks-40g-5000328530215-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074101",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074100&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074100",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers monster munch roast beef snacks 40g walkers 5000328530215 crisp 5000328530215 default blend default crisps meaty puffs rings and shapes single bags 1074100 walkers monster munch roast beef snacks 40g 5000328530215 walkers https crisps biz product walkers monster munch roast beef snacks 40g crisps meaty puffs rings and shapes single bags walkers monster munch roast beef snacks 40g no blend 40 2 2 5 5 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps meaty crisps puffs rings and shapes single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e471624fdd7111953a19364a0c4c2073af2fdfd1670f944b2825e001b08dc951"
            }
        },
        {
            "product_id": "1074102",
            "name": "Walkers Monster Munch Pickled Onion Snacks, 40g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Puffs, rings and shapes",
                "Single bags",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/",
            "product_json_route": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/.md",
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            "regular_price_gbp": 2.5,
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                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-40g/",
            "buy_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-40g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-monster-munch-pickled-onion-snacks-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-monster-munch-pickled-onion-snacks-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack-600x600.avif",
            "image": {
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074103",
                "attachment_id": 1074103,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44379,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074103",
                    "attachment_id": 1074103,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-monster-munch-pickled-onion-snacks-40g-5000328531007-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074103",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074102",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/",
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                    "variant_or_style": "walkers-monster-munch-pickled-onion-snacks-40g",
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                    "country_of_origin": "blend",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
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                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
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                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "single-bags",
                        "umami-crisps"
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                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
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                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074102",
                "product_json_route": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-monster-munch-pickled-onion-snacks-40g/",
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                "citation_anchor": "https://crisps.biz/product/walkers-monster-munch-pickled-onion-snacks-40g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074102",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074102",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
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                "catalogue_missing_field_count": 54,
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                    "servings_per_pack",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_wiki_topic_count": 0,
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                "available": true,
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                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
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            ],
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                },
                {
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                },
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.1818181818181817,
                "weight_g": 110,
                "comparison_price_gbp": 2.1818181818181817,
                "comparison_unit": "100g",
                "pack_label": "110g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 2.1818181818181817,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-bugles-southern-style-bbq-snacks-110g/",
            "buy_url": "https://crisps.biz/buy/walkers-bugles-southern-style-bbq-snacks-110g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-bugles-southern-style-bbq-snacks-110g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-bugles-southern-style-bbq-snacks-110g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-bugles-southern-style-bbq-snacks-110g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Bugles Southern Style BBQ Snacks, 110g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074106",
                "attachment_id": 1074106,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35245,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074106",
                    "attachment_id": 1074106,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-bugles-southern-style-bbq-snacks-110g-5000328540290-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074106",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-bugles-southern-style-bbq-snacks-110g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074105",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
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                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
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                    "post_meal_digestive",
                    "occasion_tags",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Bugles Southern Style BBQ Snacks, 110g",
                    "gtin": "5000328540290",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-bugles-southern-style-bbq-snacks-110g/",
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                    "variant_or_style": "walkers-bugles-southern-style-bbq-snacks-110g",
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                    "country_of_origin": "blend",
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                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "flavour_notes": "derived_runtime",
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                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
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                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
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                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
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                    "mouthfeel": "",
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                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074105",
                "product_json_route": "https://crisps.biz/product/walkers-bugles-southern-style-bbq-snacks-110g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-bugles-southern-style-bbq-snacks-110g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-bugles-southern-style-bbq-snacks-110g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-bugles-southern-style-bbq-snacks-110g/",
                "citation_anchor": "https://crisps.biz/product/walkers-bugles-southern-style-bbq-snacks-110g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074105",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074105",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                    "servings_per_pack",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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            "curator_opinion": {
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                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
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            "identifier_priority_used": "agent_index",
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                    "price",
                    "stock_status",
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-12-x-18g-5000328542546-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074112",
                "attachment_id": 1074112,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-12-x-18g-5000328542546-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-french-fries-variety-snacks-12-x-18g-5000328542546-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 51913,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074112",
                    "attachment_id": 1074112,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-12-x-18g-5000328542546-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-12-x-18g-5000328542546-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074112",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074111",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074111",
                    "product_name": "Walkers French Fries Variety Snacks, 12 x 18g",
                    "gtin": "5000328542546",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                    "sub_type": "Big multipacks, Crisps, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "walkers-french-fries-variety-snacks-12-x-18g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "18",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "22.222222222222",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074111",
                "product_json_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-12-x-18g/",
                "citation_anchor": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074111",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-12-x-18g-5000328542546-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074111",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
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            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/.md",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-37-5g-5000328555584-front-of-pack-600x600.avif",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
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                        "max_width": 1200
                    }
                },
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                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-37-5g-5000328555584-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-37-5g-5000328555584-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074114",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074113",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Oven Baked Salt and Vinegar Crisps, 37.5g",
                    "gtin": "5000328555584",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
                    "sub_type": "Crisps, Popped and baked, Potato crisps, Salt and vinegar, Single bags",
                    "variant_or_style": "walkers-oven-baked-salt-and-vinegar-crisps-37-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "37.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "5.8666666666667",
                    "price_tier": "budget",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074113",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-salt-and-vinegar-crisps-37-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074113",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-salt-and-vinegar-crisps-37-5g-5000328555584-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074113&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074113",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
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                    "sweetness",
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                    "added_flavour_ingredients",
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                    "food_pairings",
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                    "contains_dairy",
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                    "contains_gluten"
                ],
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
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            },
            "curator_opinion": {
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                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "50aba59c6c0fec95c2e3c433dddc7be63ee9babe6b957a5d4a1a2dc249d0476a"
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        },
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                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
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            ],
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            ],
            "category_entities": [
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/.json",
            "product_markdown_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/.md",
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                "pack_label": "28g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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            "buy_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-28g/",
            "human_purchase_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-28g/",
            "buy_card_route": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-28g/",
            "buy_card_url": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-28g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1200
                    },
                    "webp": {
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                        "max_width": 1200
                    },
                    "avif": {
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                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
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                        "format": "avif",
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
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                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
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                            "jsonld": false,
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                            "provenance": false,
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                        },
                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
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                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074116",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
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            "citation_anchor": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/",
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            },
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            "origin": "blend",
            "flavour_notes": "default",
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            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
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                "review_status": "policy_bound_runtime_payload",
                "applies": {
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                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
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                        "resolution_status": "loaded_from_claim_policy_contract"
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                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
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                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
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                        "disallowed_wording": [
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                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
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                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
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                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                        "slug": "crisps",
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                    },
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                    },
                    {
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                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
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                ],
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074115",
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                            "rating_scale": "0-5",
                            "note": null,
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                    }
                ],
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
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                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "single-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074115",
                "product_json_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/.json",
                "product_markdown_route": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/.md",
                "checkout_url": "https://crisps.biz/buy/sunbites-sweet-chilli-wholegrain-crisps-28g/",
                "buy_card_route": "https://crisps.biz/buy-card/sunbites-sweet-chilli-wholegrain-crisps-28g/",
                "citation_anchor": "https://crisps.biz/product/sunbites-sweet-chilli-wholegrain-crisps-28g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074115",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-sunbites-sweet-chilli-wholegrain-crisps-28g-5000328561615-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074116",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074115&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074115",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " sunbites sweet chilli wholegrain crisps 28g walkers 5000328561615 crisp 5000328561615 default blend default crisps lentil pulse and veg single bags sweet and savoury 1074115 sunbites sweet chilli wholegrain crisps 28g 5000328561615 walkers https crisps biz product sunbites sweet chilli wholegrain crisps 28g crisps lentil pulse and veg single bags sweet and savoury sunbites sweet chilli wholegrain crisps 28g no blend 28 2 2 7 8571428571429 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps lentil and veg crisps single bags sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c81d0cb74e53cdf4d7f5158d4a7191dc4362a5b49817d2b314add515de18c5bc"
            }
        },
        {
            "product_id": "1074117",
            "name": "Walkers Salt and Shake Crisps, 6 x 24g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5000328613956",
            "sku": "CRISP-5000328613956",
            "slug": "walkers-salt-and-shake-crisps-6-x-24g",
            "short_description": "A six bag multipack of Walkers Salt and Shake, 24g each: unsalted potato crisps fried in sunflower and rapeseed oils, with a separate little blue twist of salt in each bag, so you add as much or as little as you like and shake. The label gives 126 kcal and 0.01g of salt for each bag of crisps, before the sachet.The pack says the crisps are suitable for vegetarians, with no added MSG and no artificial colours.No allergens are highlighted in the ingredients, and the allergy advice says the crisps may contain milk, wheat, gluten, barley, soya, celery and mustard.Allergens. No allergens are highlighted in the published ingredients; may contain celery, cereals containing gluten, milk, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/",
            "product_json_route": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074117",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 12.5,
                "weight_g": 24,
                "comparison_price_gbp": 12.5,
                "comparison_unit": "100g",
                "pack_label": "24g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 12.5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-salt-and-shake-crisps-6-x-24g/",
            "buy_url": "https://crisps.biz/buy/walkers-salt-and-shake-crisps-6-x-24g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-salt-and-shake-crisps-6-x-24g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-shake-crisps-6-x-24g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-salt-and-shake-crisps-6-x-24g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Salt and Shake Crisps, 6 x 24g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074118",
                "attachment_id": 1074118,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29947,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074118",
                    "attachment_id": 1074118,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074118",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074117",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074117",
                    "product_name": "Walkers Salt and Shake Crisps, 6 x 24g",
                    "gtin": "5000328613956",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "walkers-salt-and-shake-crisps-6-x-24g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "24",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "12.5",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074117",
                "product_json_route": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-salt-and-shake-crisps-6-x-24g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-salt-and-shake-crisps-6-x-24g/",
                "citation_anchor": "https://crisps.biz/product/walkers-salt-and-shake-crisps-6-x-24g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074117",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-salt-and-shake-crisps-6-x-24g-5000328613956-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074118",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074117&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074117",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers salt and shake crisps 6 x 24g walkers 5000328613956 crisp 5000328613956 default blend default crisps multipacks potato crisps ready salted and sea salt 1074117 walkers salt and shake crisps 6 x 24g 5000328613956 walkers https crisps biz product walkers salt and shake crisps 6 x 24g crisps multipacks potato crisps ready salted and sea salt walkers salt and shake crisps 6 x 24g no blend 24 3 12 5 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks potato crisps ready salted crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b20ccd5f8dd52303eab178408112aecd8bb792759a05bd97b9a04ab658b322a7"
            }
        },
        {
            "product_id": "1074123",
            "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Popped and baked",
                "Potato crisps",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5000328774800",
            "sku": "CRISP-5000328774800",
            "slug": "walkers-oven-baked-cheese-and-onion-crisps-37-5g",
            "short_description": "A 37.5g bag of Walkers Oven Baked Cheese and Onion, a baked potato snack made from potato flakes and starch rather than sliced potato. The label gives 164 kcal and 0.33g of salt for the bag, which it treats as one serving, and 13g of fat per 100g.The seasoning uses whey permeate, onion powder, whey protein, garlic, a little dried cheese and skimmed milk powder, with citric and malic acid for tang. The pack says the range is always baked, never fried, and it pictures thin, ridged ovals.Milk is in the seasoning, and the allergy advice says it may contain cereals containing gluten, mustard and soya. The pack says the snack is suitable for vegetarians, and the brand states no added MSG, no artificial colours and no artificial preservatives.Allergens. Contains milk; may contain cereals containing gluten, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "product_json_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074123",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.333333333333333,
                "weight_g": 37.5,
                "comparison_price_gbp": 5.333333333333333,
                "comparison_unit": "100g",
                "pack_label": "37.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5.333333333333333,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "buy_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074124",
                "attachment_id": 1074124,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49985,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074124",
                    "attachment_id": 1074124,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074124",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074123",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                    "gtin": "5000328774800",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                    "sub_type": "Cheese and onion, Crisps, Popped and baked, Potato crisps, Single bags",
                    "variant_or_style": "walkers-oven-baked-cheese-and-onion-crisps-37-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "37.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "5.3333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074123",
                "product_json_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074123",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-oven-baked-cheese-and-onion-crisps-37-5g-5000328774800-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074124",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074123&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074123",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers oven baked cheese and onion crisps 37 5g walkers 5000328774800 crisp 5000328774800 default blend default cheese and onion crisps popped and baked potato crisps single bags 1074123 walkers oven baked cheese and onion crisps 37 5g 5000328774800 walkers https crisps biz product walkers oven baked cheese and onion crisps 37 5g cheese and onion crisps popped and baked potato crisps single bags walkers oven baked cheese and onion crisps 37 5g no blend 37 5 2 5 3333333333333 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps cheese and onion crisps crisps popped and baked crisps potato crisps single bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "efe160236d0d9238c3b7e23b232dd250cce693fcbf832935038e5202d8872d1c"
            }
        },
        {
            "product_id": "1074125",
            "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "sku": "CRISP-5000328787251",
            "slug": "walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074125",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2666666666666666,
                "weight_g": 150,
                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.2666666666666666,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074126",
                "attachment_id": 1074126,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43853,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074126",
                    "attachment_id": 1074126,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g-5000328787251-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074126",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "caramel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "caramel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074125",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                        "brand": "Walkers",
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                            "rating_scale": "0-5",
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                    },
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                            "note": null,
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                    },
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                            "note": null,
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                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations balsamic vinegar and caramelised onion crisps 150g walkers 5000328787251 crisp 5000328787251 default blend caramel crisps potato crisps salt and vinegar sharing bags 1074125 walkers sensations balsamic vinegar and caramelised onion crisps 150g 5000328787251 walkers https crisps biz product walkers sensations balsamic vinegar and caramelised onion crisps 150g crisps potato crisps salt and vinegar sharing bags walkers sensations balsamic vinegar and caramelised onion crisps 150g no blend 150 3 4 2 2666666666667 mid caramel yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps potato crisps salt and vinegar crisps sharing bags caramel mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "004dc78c0d48898aeb5bda8bc318e3c51c374da3b1579bec24ae312cee440e40"
            }
        },
        {
            "product_id": "1074131",
            "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Lentil, pulse and veg",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5000328806181",
            "sku": "CRISP-5000328806181",
            "slug": "walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g",
            "short_description": "An 82.5g sharing bag of Walkers Sensations Mango and Red Chilli Chutney Poppadoms: small, crisp poppadoms made from potato granules, potato starch, gram flour and rice flour with sunflower and rapeseed oils, seasoned with sugar, spices, mango powder, buttermilk, onion, garlic and cayenne pepper. The label gives 147 kcal and 0.84g of salt for a 30g serving.The pack says there is no MSG and no artificial colours, and that the poppadoms are suitable for vegetarians.Milk is in the seasoning. The allergy advice on the pack says they may contain barley, wheat, gluten, soya, celery, mustard, egg and crustaceans.Allergens. Contains milk; may contain celery, cereals containing gluten, crustaceans, eggs, mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "product_json_route": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074131",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 4.121212121212121,
                "weight_g": 82.5,
                "comparison_price_gbp": 4.121212121212121,
                "comparison_unit": "100g",
                "pack_label": "82.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 4.121212121212121,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "buy_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074132",
                "attachment_id": 1074132,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 48349,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074132",
                    "attachment_id": 1074132,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074132",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "mango",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "mango",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074131",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
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                    "focus_friendly",
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                    "occasion_pairings",
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                    "contains_l_theanine",
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                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
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                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
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                        "mango"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_json_route": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                "citation_anchor": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
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                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g-5000328806181-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074131&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074131",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers sensations mango and red chilli chutney poppadoms 82 5g walkers 5000328806181 crisp 5000328806181 default blend mango crisps herby and deli lentil pulse and veg sharing bags 1074131 walkers sensations mango and red chilli chutney poppadoms 82 5g 5000328806181 walkers https crisps biz product walkers sensations mango and red chilli chutney poppadoms 82 5g crisps herby and deli lentil pulse and veg sharing bags walkers sensations mango and red chilli chutney poppadoms 82 5g no blend 82 5 3 4 4 1212121212121 mid mango yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps deli flavour crisps lentil and veg crisps sharing bags mango mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "220cc813a519c9898d144c88a1c4cb439b898ef55ec4dbe45071b376ddee1e3b"
            }
        },
        {
            "product_id": "1074137",
            "name": "Walkers Squares Variety Snacks, 6 x 22g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5000328839400",
            "sku": "CRISP-5000328839400",
            "slug": "walkers-squares-variety-snacks-6-x-22g",
            "short_description": "A multipack of six 22g bags of Walkers Squares: two each of Ready Salted, Cheese and Onion, and Salt and Vinegar, 132g in all. Square, ridged potato snacks made from a potato dough, 97 to 99 kcal a bag.Milk is in the Cheese and Onion bags, and MSG is in the Salt and Vinegar. The listing says the snacks are suitable for vegetarians, with no artificial colours.Allergens. Contains milk; may contain cereals containing gluten and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
            "product_json_route": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074137",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.636363636363637,
                "weight_g": 22,
                "comparison_price_gbp": 13.636363636363637,
                "comparison_unit": "100g",
                "pack_label": "22g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 13.636363636363637,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
            "buy_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-variety-snacks-6-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-squares-variety-snacks-6-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Squares Variety Snacks, 6 x 22g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074138",
                "attachment_id": 1074138,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 53224,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074138",
                    "attachment_id": 1074138,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074138",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074137",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074137",
                    "product_name": "Walkers Squares Variety Snacks, 6 x 22g",
                    "gtin": "5000328839400",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "walkers-squares-variety-snacks-6-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "22",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "13.636363636364",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074137",
                "product_json_route": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-variety-snacks-6-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074137",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-6-x-22g-5000328839400-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074138",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074137&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074137",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers squares variety snacks 6 x 22g walkers 5000328839400 crisp 5000328839400 default blend default crisps multipacks puffs rings and shapes variety packs 1074137 walkers squares variety snacks 6 x 22g 5000328839400 walkers https crisps biz product walkers squares variety snacks 6 x 22g crisps multipacks puffs rings and shapes variety packs walkers squares variety snacks 6 x 22g no blend 22 3 13 636363636364 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks puffs rings and shapes crisp variety packs default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "cb6d31b129858666e62e88dd273f9ac394269bcbb8e23fd29136c9978e7c83ab"
            }
        },
        {
            "product_id": "1074139",
            "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Cheesy",
                "Crisps",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5000328868394",
            "sku": "CRISP-5000328868394",
            "slug": "walkers-quavers-cheese-snacks-12-x-16g",
            "short_description": "Twelve 16g bags of Walkers Quavers Cheese, 192g in all: light, curly potato snacks made from potato starch, with a cheese flavour of whey powder, milk powder, cheese powder, flavouring, monosodium glutamate, garlic and lactic acid. The pack gives 86 kcal (359 kJ) and 0.34g of salt for each bag.The pack says there are no artificial colours or preservatives and that the snacks are suitable for vegetarians.Milk, soya, wheat and barley are on the list, and the allergy advice says the snacks may contain celery and mustard. Each bag is one serving.Allergens. Contains cereals containing gluten, milk and soya; may contain celery and mustard. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
            "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074139",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 25,
                "weight_g": 16,
                "comparison_price_gbp": 25,
                "comparison_unit": "100g",
                "pack_label": "16g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 25,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
            "buy_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-12-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-12-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Quavers Cheese Snacks, 12 x 16g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074140",
                "attachment_id": 1074140,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35412,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074140",
                    "attachment_id": 1074140,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-quavers-cheese-snacks-12-x-16g-5000328868394-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074140",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074139",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5000328868394",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                    "sub_type": "Big multipacks, Cheesy, Crisps, Puffs, rings and shapes",
                    "variant_or_style": "walkers-quavers-cheese-snacks-12-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "occasion_tags": "",
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                    "occasion_pairings": "",
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                    "contains_dairy": "",
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                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "kosher": "missing_pending_catalogue_csv",
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                    "intensity": "missing_pending_catalogue_csv",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
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                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "cheesy-crisps",
                        "crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
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                    "body": "",
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                    "sweetness": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074139",
                "product_json_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-quavers-cheese-snacks-12-x-16g/",
                "citation_anchor": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074139",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074139",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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                "rating_scale": "0-5",
                "note": null,
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "identifier_priority_used": "agent_index",
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
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            },
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
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                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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            "buy_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-variety-snacks-12-x-22g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-squares-variety-snacks-12-x-22g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Walkers Squares Variety Snacks, 12 x 22g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074146",
                "attachment_id": 1074146,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49492,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074146",
                    "attachment_id": 1074146,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-squares-variety-snacks-12-x-22g-5000328868479-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074146",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074145",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
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                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "gtin": "5000328868479",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                    "sub_type": "Big multipacks, Crisps, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "walkers-squares-variety-snacks-12-x-22g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
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                    "servings_per_pack": null,
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                    "kosher": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "recommended_time_of_day": "",
                    "focus_friendly": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
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                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074145",
                "product_json_route": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-squares-variety-snacks-12-x-22g/",
                "citation_anchor": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074145",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074145",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
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                    "servings_per_pack",
                    "packaging_type",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
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                    "catalogue_audit_product_meta_when_imported",
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                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
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                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
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                    "stock_status",
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                    "catalogue_enrichment",
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                "is_in_stock": true,
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                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074148",
                    "attachment_id": 1074148,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-37-5g-5000328877655-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-oven-baked-sea-salt-crisps-37-5g-5000328877655-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074148",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074147",
                "same_brand_products": [
                    {
                        "product_id": "1074177",
                        "name": "Walkers French Fries Variety Snacks, 6 x 18g",
                        "brand": "Walkers",
                        "gtin": "5012005290107",
                        "sku": "CRISP-5012005290107",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
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                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074150",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2140,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074149",
                "same_brand_products": [
                    {
                        "product_id": "1073564",
                        "name": "Jacob's Cracker Crisps Sea Salt and Balsamic Vinegar, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186634",
                        "sku": "CRISP-5000168186634",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sea-salt-and-balsamic-vinegar-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073560",
                        "name": "Jacob's Treeselets Baked Snacks, 280g",
                        "brand": "Jacob's",
                        "gtin": "5000168180083",
                        "sku": "CRISP-5000168180083",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-treeselets-baked-snacks-280g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-treeselets-baked-snacks-280g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073562",
                        "name": "Jacob's Cracker Crisps Sour Cream and Chive, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168186610",
                        "sku": "CRISP-5000168186610",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-cracker-crisps-sour-cream-and-chive-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073553",
                        "name": "Jacob's Twiglets Original Baked Snacks, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168039268",
                        "sku": "CRISP-5000168039268",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-original-baked-snacks-6-x-23g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073555",
                        "name": "Jacob's Crinklys Cheese and Onion Crisps, 6 x 23g",
                        "brand": "Jacob's",
                        "gtin": "5000168040424",
                        "sku": "CRISP-5000168040424",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-6-x-23g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073532",
                        "name": "Jacob's Twiglets Mini Snack Sticks, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000137016955",
                        "sku": "CRISP-5000137016955",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-mini-snack-sticks-200g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-mini-snack-sticks-200g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073529",
                        "name": "Jacob's Twiglets Snacks, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000137002965",
                        "sku": "CRISP-5000137002965",
                        "canonical_product_url": "https://crisps.biz/product/jacobs-twiglets-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/jacobs-twiglets-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074149",
                    "product_name": "Jacob's Crinklys Cheese and Onion Crisps, 200g",
                    "gtin": "5000396056099",
                    "brand": "Jacob's",
                    "product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                    "sub_type": "Cheese and onion, Crisps, Savoury baked snacks, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "jacobs-crinklys-cheese-and-onion-crisps-200g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "savoury-baked-snacks",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 7,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074149",
                "product_json_route": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/.json",
                "product_markdown_route": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/.md",
                "checkout_url": "https://crisps.biz/buy/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                "buy_card_route": "https://crisps.biz/buy-card/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                "citation_anchor": "https://crisps.biz/product/jacobs-crinklys-cheese-and-onion-crisps-200g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074149",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-jacobs-crinklys-cheese-and-onion-crisps-200g-5000396056099-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074150",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074149&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074149",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s crinklys cheese and onion crisps 200g jacob s 5000396056099 crisp 5000396056099 default blend default cheese and onion crisps savoury baked snacks stacked crisps tubes and caddies 1074149 jacob s crinklys cheese and onion crisps 200g 5000396056099 jacob s https crisps biz product jacobs crinklys cheese and onion crisps 200g cheese and onion crisps savoury baked snacks stacked crisps tubes and caddies jacobs crinklys cheese and onion crisps 200g no blend 200 4 2 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs cheese and onion crisps crisps savoury baked snacks stacked crisps tubes and caddies default mid 0 0 7 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "2263b6950d611bd3b2e3ae1ea2ea1fbc74f274bdf2de8ef8fcb1c1f2fc5e6c7f"
            }
        },
        {
            "product_id": "1074151",
            "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5010052108307",
            "sku": "CRISP-5010052108307",
            "slug": "golden-wonder-cheese-and-onion-crisps-6-x-25g",
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            "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074151",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Cheese and Onion Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074152",
                "attachment_id": 1074152,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 26999,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074152",
                    "attachment_id": 1074152,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074152",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074151",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074151",
                    "product_name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                    "gtin": "5010052108307",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                    "sub_type": "Cheese and onion, Crisps, Multipacks, Potato crisps",
                    "variant_or_style": "golden-wonder-cheese-and-onion-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074151",
                "product_json_route": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074151",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-cheese-and-onion-crisps-6-x-25g-5010052108307-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074152",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074151&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074151",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " golden wonder cheese and onion crisps 6 x 25g golden wonder 5010052108307 crisp 5010052108307 default blend default cheese and onion crisps multipacks potato crisps 1074151 golden wonder cheese and onion crisps 6 x 25g 5010052108307 golden wonder https crisps biz product golden wonder cheese and onion crisps 6 x 25g cheese and onion crisps multipacks potato crisps golden wonder cheese and onion crisps 6 x 25g no blend 25 2 4 9 6 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 golden wonder golden wonder cheese and onion crisps crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0d33e59a0d6976be39a01bbae2c258c6d3bcb3cf3a9c7326ab1f18d210e0b7e4"
            }
        },
        {
            "product_id": "1074153",
            "name": "Golden Wonder Salt and Vinegar Crisps, 6 x 25g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5010052108321",
            "sku": "CRISP-5010052108321",
            "slug": "golden-wonder-salt-and-vinegar-crisps-6-x-25g",
            "short_description": "Six 25g bags of Golden Wonder Salt and Vinegar, 150g in all: potato crisps with a seasoning of flavouring, potato starch, monosodium glutamate, salt, potassium chloride and citric acid. The pack gives 129 kcal (536 kJ) and 0.42g of salt for each bag.The pack says the crisps are suitable for vegans, with no artificial colours, flavours or preservatives. There is no vinegar on the list: the sharp taste comes from the flavouring and citric acid.No allergens are highlighted in the ingredients, and the published listing gives no may contain advice. At 1.68g of salt per 100g, this is the saltiest Golden Wonder six pack we stock.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074153",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Salt and Vinegar Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074154",
                "attachment_id": 1074154,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27433,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074154",
                    "attachment_id": 1074154,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074154",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074153",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074153",
                    "product_name": "Golden Wonder Salt and Vinegar Crisps, 6 x 25g",
                    "gtin": "5010052108321",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Salt and vinegar",
                    "variant_or_style": "golden-wonder-salt-and-vinegar-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074153",
                "product_json_route": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-salt-and-vinegar-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074153",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-salt-and-vinegar-crisps-6-x-25g-5010052108321-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074154",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074153&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074153",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " golden wonder salt and vinegar crisps 6 x 25g golden wonder 5010052108321 crisp 5010052108321 default blend default crisps multipacks potato crisps salt and vinegar 1074153 golden wonder salt and vinegar crisps 6 x 25g 5010052108321 golden wonder https crisps biz product golden wonder salt and vinegar crisps 6 x 25g crisps multipacks potato crisps salt and vinegar golden wonder salt and vinegar crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 golden wonder golden wonder crisps crisp multipacks potato crisps salt and vinegar crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b343f4bcdc968e7933e5561f637c6faf941f0a1ffc1842899a01c212e6f173eb"
            }
        },
        {
            "product_id": "1074155",
            "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
            "gtin": "5010052109304",
            "sku": "CRISP-5010052109304",
            "slug": "golden-wonder-tomato-ketchup-crisps-6-x-25g",
            "short_description": "Six 25g bags of Golden Wonder Tomato Ketchup, 150g in all: potato crisps with a sweet and sharp seasoning of sugar, salt, flavourings, monosodium glutamate, wheat flour, citric acid, tomato powder and yeast extract. The pack gives 132 kcal (549 kJ) and 0.35g of salt for each bag.The pack says the crisps are suitable for vegans, with no artificial colours, flavours or preservatives.Wheat is in the seasoning, so the crisps are not suitable for anyone avoiding gluten, and the published listing gives no may contain advice. Each bag is one serving.Allergens. Contains cereals containing gluten. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074155",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074156",
                "attachment_id": 1074156,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27994,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074156",
                    "attachment_id": 1074156,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-tomato-ketchup-crisps-6-x-25g-5010052109304-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074156",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074155",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
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                            "note": null,
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                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
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                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "note": null,
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
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                        }
                    },
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "currency": "GBP",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
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                    "focus_friendly",
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                    "occasion_tags",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
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                    "priority": "normal",
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                    "gtin": "truth_spine_identifier_contract",
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                    "format": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "contains_nuts": "missing_pending_catalogue_csv",
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                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
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                    "brand_slugs": [
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                    ],
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                        "crisp-multipacks",
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                },
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                    "mouthfeel": "",
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
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                }
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                "product_markdown_route": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
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                "citation_anchor": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074155",
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                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
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                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " golden wonder tomato ketchup crisps 6 x 25g golden wonder 5010052109304 crisp 5010052109304 default blend default crisps multipacks potato crisps tangy and umami 1074155 golden wonder tomato ketchup crisps 6 x 25g 5010052109304 golden wonder https crisps biz product golden wonder tomato ketchup crisps 6 x 25g crisps multipacks potato crisps tangy and umami golden wonder tomato ketchup crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 golden wonder golden wonder crisps crisp multipacks potato crisps umami crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3748c10b7a86330ac462e7ff2a1f300bd8727bfbff8f76ab2a4b6ae9d0cb7051"
            }
        },
        {
            "product_id": "1074157",
            "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5010052110591",
            "sku": "CRISP-5010052110591",
            "slug": "golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g",
            "short_description": "A 100g sharing bag of Golden Wonder Chippies Salt and Vinegar: thin potato sticks cooked in sunflower oil, with a salt and vinegar seasoning of flavourings, cornflour, salt, potassium chloride and citric acid. The label gives 126 kcal and 0.5g of salt for a 25g serving.The pack says the sticks are suitable for vegetarians, with no artificial preservatives or colours. MSG is on the list.No allergens are highlighted in the ingredients, and the published listing gives no may contain advice.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074157",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2,
                "weight_g": 100,
                "comparison_price_gbp": 2.2,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 2.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074158",
                "attachment_id": 1074158,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49329,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074158",
                    "attachment_id": 1074158,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074158",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074157",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074157",
                    "product_name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                    "gtin": "5010052110591",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                    "sub_type": "Crisps, Potato crisps, Salt and vinegar, Sharing bags",
                    "variant_or_style": "golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "2.2",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074157",
                "product_json_route": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074157",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g-5010052110591-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074158",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074157&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074157",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.9,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " golden wonder chippies salt and vinegar potato sticks 100g golden wonder 5010052110591 crisp 5010052110591 default blend default crisps potato crisps salt and vinegar sharing bags 1074157 golden wonder chippies salt and vinegar potato sticks 100g 5010052110591 golden wonder https crisps biz product golden wonder chippies salt and vinegar potato sticks 100g crisps potato crisps salt and vinegar sharing bags golden wonder chippies salt and vinegar potato sticks 100g no blend 100 2 2 2 2 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 golden wonder golden wonder crisps potato crisps salt and vinegar crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "331478f2807b6100485aa08e766fddc6c3d2a9f3689b160f9c40b2326ef03c26"
            }
        },
        {
            "product_id": "1074159",
            "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5010052110607",
            "sku": "CRISP-5010052110607",
            "slug": "golden-wonder-chippies-curry-potato-sticks-100g",
            "short_description": "A 100g sharing bag of Golden Wonder Chippies Chip Shop Curry: thin potato sticks cooked in sunflower oil, with a chip shop curry seasoning of curry powder, chilli, fenugreek, ginger, onion, buttermilk and turmeric. The label gives 127 kcal and 0.46g of salt for a 25g serving.The pack says the sticks are suitable for vegetarians, with no artificial preservatives or colours. MSG is on the list.Milk is in the seasoning, and the published listing gives no may contain advice.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074159",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2,
                "weight_g": 100,
                "comparison_price_gbp": 2.2,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 2.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-chippies-curry-potato-sticks-100g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-chippies-curry-potato-sticks-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Chippies Curry Potato Sticks, 100g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074160",
                "attachment_id": 1074160,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49657,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074160",
                    "attachment_id": 1074160,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074160",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074159",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074159",
                    "product_name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                    "gtin": "5010052110607",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                    "sub_type": "Crisps, Herby and deli, Potato crisps, Sharing bags",
                    "variant_or_style": "golden-wonder-chippies-curry-potato-sticks-100g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "2.2",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074159",
                "product_json_route": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-chippies-curry-potato-sticks-100g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074159",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-chippies-curry-potato-sticks-100g-5010052110607-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074160",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074159&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074159",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " golden wonder chippies curry potato sticks 100g golden wonder 5010052110607 crisp 5010052110607 default blend default crisps herby and deli potato crisps sharing bags 1074159 golden wonder chippies curry potato sticks 100g 5010052110607 golden wonder https crisps biz product golden wonder chippies curry potato sticks 100g crisps herby and deli potato crisps sharing bags golden wonder chippies curry potato sticks 100g no blend 100 2 2 2 2 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 golden wonder golden wonder crisps deli flavour crisps potato crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "77f53c41e2d4f8c28043dc8231c7a8ef515b410b0e04aac57565c98d92717bfa"
            }
        },
        {
            "product_id": "1074161",
            "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
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                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
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                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
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                            "guaranteed available"
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                            "buy-card",
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                            "autonomous purchase",
                            "agent can add to basket"
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                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
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                            "remarkable value",
                            "premium at value"
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                        "allowed_surfaces": [
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                            "products-json",
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                            "absolute global delivery reach claims"
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                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    },
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "note": null,
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
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                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
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                    "servings_per_pack",
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                    "organic",
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                    "occasion_pairings",
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                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
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                    "country_of_origin": "blend",
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                    "occasion_tags": "",
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                    "occasion_pairings": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
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                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
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                        "crisp-multipacks",
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                    "food_pairings": [],
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                    "linked_wiki_topic_count": 0,
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                }
            },
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                "product_json_route": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
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                "linked_wiki_topics": []
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                    "canonical_image_url",
                    "checkout_url"
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            "identifier_priority_used": "agent_index",
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            "price_per_100g_gbp": 17.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074165",
                "attachment_id": 1074165,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38904,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074165",
                    "attachment_id": 1074165,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074165",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074164",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074164",
                    "product_name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                    "gtin": "5010052111420",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Salt and vinegar",
                    "variant_or_style": "golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "12.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "17.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074164",
                "product_json_route": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074164",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g-5010052111420-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074165",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074164&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074164",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 3.7,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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                {
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                    "name": "Marmite",
                    "slug": "marmite",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/marmite/"
                }
            ],
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                "Tangy and umami"
            ],
            "category_entities": [
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
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                },
                {
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
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                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/marmite-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/marmite-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/marmite-crisps-6-x-25g/.md",
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            "currency": "GBP",
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/marmite-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/marmite-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/marmite-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/marmite-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/marmite-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Marmite Crisps, 6 x 25g, front of pack, available at crisps.biz",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074168",
                "attachment_id": 1074168,
                "relative_upload_path": "2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29369,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074168",
                    "attachment_id": 1074168,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074168",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/marmite-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2178,
                    "name": "Marmite",
                    "slug": "marmite",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/marmite/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074167",
                "same_brand_products": [
                    {
                        "product_id": "1074169",
                        "name": "Marmite and Cheese Puffs, 6 x 16.5g",
                        "brand": "Marmite",
                        "gtin": "5010052115558",
                        "sku": "CRISP-5010052115558",
                        "canonical_product_url": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/",
                        "checkout_url": "https://crisps.biz/buy/marmite-and-cheese-puffs-6-x-16-5g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074167",
                    "product_name": "Marmite Crisps, 6 x 25g",
                    "gtin": "5010052115503",
                    "brand": "Marmite",
                    "product_url": "https://crisps.biz/product/marmite-crisps-6-x-25g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Tangy and umami",
                    "variant_or_style": "marmite-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "12.8",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Marmite",
                    "brand_slugs": [
                        "marmite"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/marmite-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074167",
                "product_json_route": "https://crisps.biz/product/marmite-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/marmite-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/marmite-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/marmite-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/marmite-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074167",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-crisps-6-x-25g-5010052115503-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074168",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074167&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074167",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " marmite crisps 6 x 25g marmite 5010052115503 crisp 5010052115503 default blend default crisps multipacks potato crisps tangy and umami 1074167 marmite crisps 6 x 25g 5010052115503 marmite https crisps biz product marmite crisps 6 x 25g crisps multipacks potato crisps tangy and umami marmite crisps 6 x 25g no blend 25 3 2 12 8 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 marmite marmite crisps crisp multipacks potato crisps umami crisps default mid 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ecc599387064bf4e5bc51bd0d92da3a4039ebf3447e0fd908d39b6c5d88fa25b"
            }
        },
        {
            "product_id": "1074169",
            "name": "Marmite and Cheese Puffs, 6 x 16.5g",
            "brand": "Marmite",
            "brand_entities": [
                {
                    "term_id": 2178,
                    "name": "Marmite",
                    "slug": "marmite",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/marmite/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5010052115558",
            "sku": "CRISP-5010052115558",
            "slug": "marmite-and-cheese-puffs-6-x-16-5g",
            "short_description": "A six bag multipack of Marmite and Cheese Puffs, 16.5g each: corn puffs made from maize with rapeseed and sunflower oils, coated in a cheese and Marmite seasoning of yeast extract, whey, cheese powder, onion, garlic and Marmite powder. Worked out from the label, each bag comes to about 84 kcal.The pack says the puffs are suitable for vegetarians, with no artificial flavours.Milk, celery and cereals containing gluten (barley, oats, rye and wheat) are in the seasoning, and the published listing gives no may contain advice.Allergens. Contains celery, cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/",
            "product_json_route": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/.json",
            "product_markdown_route": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074169",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 19.393939393939394,
                "weight_g": 16.5,
                "comparison_price_gbp": 19.393939393939394,
                "comparison_unit": "100g",
                "pack_label": "16.5g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 19.393939393939394,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/marmite-and-cheese-puffs-6-x-16-5g/",
            "buy_url": "https://crisps.biz/buy/marmite-and-cheese-puffs-6-x-16-5g/",
            "human_purchase_url": "https://crisps.biz/buy/marmite-and-cheese-puffs-6-x-16-5g/",
            "buy_card_route": "https://crisps.biz/buy-card/marmite-and-cheese-puffs-6-x-16-5g/",
            "buy_card_url": "https://crisps.biz/buy-card/marmite-and-cheese-puffs-6-x-16-5g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Marmite and Cheese Puffs, 6 x 16.5g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074170",
                "attachment_id": 1074170,
                "relative_upload_path": "2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                "filename": "www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29290,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074170",
                    "attachment_id": 1074170,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074170",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2178,
                    "name": "Marmite",
                    "slug": "marmite",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/marmite/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074169",
                "same_brand_products": [
                    {
                        "product_id": "1074167",
                        "name": "Marmite Crisps, 6 x 25g",
                        "brand": "Marmite",
                        "gtin": "5010052115503",
                        "sku": "CRISP-5010052115503",
                        "canonical_product_url": "https://crisps.biz/product/marmite-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/marmite-crisps-6-x-25g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074169",
                    "product_name": "Marmite and Cheese Puffs, 6 x 16.5g",
                    "gtin": "5010052115558",
                    "brand": "Marmite",
                    "product_url": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Puffs, rings and shapes",
                    "variant_or_style": "marmite-and-cheese-puffs-6-x-16-5g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16.5",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "19.393939393939",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Marmite",
                    "brand_slugs": [
                        "marmite"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074169",
                "product_json_route": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/.json",
                "product_markdown_route": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/.md",
                "checkout_url": "https://crisps.biz/buy/marmite-and-cheese-puffs-6-x-16-5g/",
                "buy_card_route": "https://crisps.biz/buy-card/marmite-and-cheese-puffs-6-x-16-5g/",
                "citation_anchor": "https://crisps.biz/product/marmite-and-cheese-puffs-6-x-16-5g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074169",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-marmite-and-cheese-puffs-6-x-16-5g-5010052115558-front-of-pack.avif",
                "image_record_id": "wp-attachment-1074170",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074169&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074169",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " marmite and cheese puffs 6 x 16 5g marmite 5010052115558 crisp 5010052115558 default blend default cheesy crisps multipacks puffs rings and shapes 1074169 marmite and cheese puffs 6 x 16 5g 5010052115558 marmite https crisps biz product marmite and cheese puffs 6 x 16 5g cheesy crisps multipacks puffs rings and shapes marmite and cheese puffs 6 x 16 5g no blend 16 5 3 2 19 393939393939 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 marmite marmite cheesy crisps crisps crisp multipacks puffs rings and shapes default mid 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b9a0333673160f2aed875cfee2f08dbbf5c5e721a04ced1965b0bc042f19f309"
            }
        },
        {
            "product_id": "1074171",
            "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
            "brand": "Golden Wonder",
            "brand_entities": [
                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
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                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/.md",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-beef-and-onion-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-beef-and-onion-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-beef-and-onion-crisps-6-x-25g-5010052115978-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-beef-and-onion-crisps-6-x-25g-5010052115978-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-beef-and-onion-crisps-6-x-25g-5010052115978-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-beef-and-onion-crisps-6-x-25g-5010052115978-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074172",
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                "format": "avif",
                "file_size_bytes": 27886,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
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                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074172",
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                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-beef-and-onion-crisps-6-x-25g-5010052115978-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074172",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
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                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
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                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
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                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074171",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
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                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
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                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
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                            "available": true,
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
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                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                    "gtin": "5010052115978",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Potato crisps",
                    "variant_or_style": "golden-wonder-beef-and-onion-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074171",
                "product_json_route": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074171",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-beef-and-onion-crisps-6-x-25g-5010052115978-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074171&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074171",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "contains_nuts",
                    "contains_gluten"
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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        },
        {
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            "name": "Golden Wonder Variety Crisps, 16 x 25g",
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                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                }
            ],
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                "Crisps",
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                "Variety packs"
            ],
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                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/.md",
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            "regular_price_gbp": 6,
            "currency": "GBP",
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 19.2,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
            "price_per_100g_gbp": 19.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
            "buy_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-variety-crisps-16-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-variety-crisps-16-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Variety Crisps, 16 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074174",
                "attachment_id": 1074174,
                "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36721,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074174",
                    "attachment_id": 1074174,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074174",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074173",
                "same_brand_products": [
                    {
                        "product_id": "1074175",
                        "name": "Golden Wonder Meaty Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116029",
                        "sku": "CRISP-5010052116029",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074173",
                    "product_name": "Golden Wonder Variety Crisps, 16 x 25g",
                    "gtin": "5010052116012",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                    "sub_type": "Big multipacks, Crisps, Potato crisps, Variety packs",
                    "variant_or_style": "golden-wonder-variety-crisps-16-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.8",
                    "price_per_100g_gbp": "19.2",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074173",
                "product_json_route": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-variety-crisps-16-x-25g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074173",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-variety-crisps-16-x-25g-5010052116012-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074174",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074173&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074173",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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            "name": "Golden Wonder Meaty Crisps, 16 x 25g",
            "brand": "Golden Wonder",
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                {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
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            ],
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                "Meaty",
                "Potato crisps"
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                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
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                },
                {
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                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
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                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2090,
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                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
            "product_json_route": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/.md",
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            "regular_price_gbp": 6,
            "currency": "GBP",
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 19.2,
                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.8
            },
            "price_per_100g_gbp": 19.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-meaty-crisps-16-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/golden-wonder-meaty-crisps-16-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Golden Wonder Meaty Crisps, 16 x 25g, front of pack, available at crisps.biz",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack.jpg.json",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074176",
                    "attachment_id": 1074176,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074176",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2177,
                    "name": "Golden Wonder",
                    "slug": "golden-wonder",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/golden-wonder/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074175",
                "same_brand_products": [
                    {
                        "product_id": "1074173",
                        "name": "Golden Wonder Variety Crisps, 16 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052116012",
                        "sku": "CRISP-5010052116012",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-variety-crisps-16-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-variety-crisps-16-x-25g/",
                        "price": "4.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074171",
                        "name": "Golden Wonder Beef and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052115978",
                        "sku": "CRISP-5010052115978",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-beef-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074161",
                        "name": "Golden Wonder Ringos Cheese and Onion Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111413",
                        "sku": "CRISP-5010052111413",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-cheese-and-onion-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074164",
                        "name": "Golden Wonder Ringos Salt and Vinegar Crisps, 6 x 12.5g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052111420",
                        "sku": "CRISP-5010052111420",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-ringos-salt-and-vinegar-crisps-6-x-12-5g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.7,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074155",
                        "name": "Golden Wonder Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052109304",
                        "sku": "CRISP-5010052109304",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074157",
                        "name": "Golden Wonder Chippies Salt and Vinegar Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110591",
                        "sku": "CRISP-5010052110591",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-salt-and-vinegar-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074159",
                        "name": "Golden Wonder Chippies Curry Potato Sticks, 100g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052110607",
                        "sku": "CRISP-5010052110607",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-chippies-curry-potato-sticks-100g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074151",
                        "name": "Golden Wonder Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Golden Wonder",
                        "gtin": "5010052108307",
                        "sku": "CRISP-5010052108307",
                        "canonical_product_url": "https://crisps.biz/product/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/golden-wonder-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074175",
                    "product_name": "Golden Wonder Meaty Crisps, 16 x 25g",
                    "gtin": "5010052116029",
                    "brand": "Golden Wonder",
                    "product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                    "sub_type": "Big multipacks, Crisps, Meaty, Potato crisps",
                    "variant_or_style": "golden-wonder-meaty-crisps-16-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.8",
                    "price_per_100g_gbp": "19.2",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Golden Wonder",
                    "brand_slugs": [
                        "golden-wonder"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074175",
                "product_json_route": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/golden-wonder-meaty-crisps-16-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/golden-wonder-meaty-crisps-16-x-25g/",
                "citation_anchor": "https://crisps.biz/product/golden-wonder-meaty-crisps-16-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074175",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-golden-wonder-meaty-crisps-16-x-25g-5010052116029-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074176",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074175&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074175",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " golden wonder meaty crisps 16 x 25g golden wonder 5010052116029 crisp 5010052116029 default blend default big multipacks crisps meaty potato crisps 1074175 golden wonder meaty crisps 16 x 25g 5010052116029 golden wonder https crisps biz product golden wonder meaty crisps 16 x 25g big multipacks crisps meaty potato crisps golden wonder meaty crisps 16 x 25g no blend 25 4 8 19 2 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 golden wonder golden wonder big multipacks crisps meaty crisps potato crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5cf555b21efc87211ad79ded63504e9f63ef8ed01951e6f2a94164134dad34b9"
            }
        },
        {
            "product_id": "1074177",
            "name": "Walkers French Fries Variety Snacks, 6 x 18g",
            "brand": "Walkers",
            "brand_entities": [
                {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Puffs, rings and shapes",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "sku": "CRISP-5012005290107",
            "slug": "walkers-french-fries-variety-snacks-6-x-18g",
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            "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
            "product_json_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/.json",
            "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074177",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 16.666666666666668,
                "weight_g": 18,
                "comparison_price_gbp": 16.666666666666668,
                "comparison_unit": "100g",
                "pack_label": "18g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 16.666666666666668,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
            "buy_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
            "human_purchase_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
            "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-6-x-18g/",
            "buy_card_url": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-6-x-18g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074178",
                "attachment_id": 1074178,
                "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 50577,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074178",
                    "attachment_id": 1074178,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074178",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2125,
                    "name": "Walkers",
                    "slug": "walkers-crisps",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/walkers-crisps/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074177",
                "same_brand_products": [
                    {
                        "product_id": "1074147",
                        "name": "Walkers Oven Baked Sea Salt Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328877655",
                        "sku": "CRISP-5000328877655",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-sea-salt-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074145",
                        "name": "Walkers Squares Variety Snacks, 12 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328868479",
                        "sku": "CRISP-5000328868479",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-12-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-12-x-22g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074137",
                        "name": "Walkers Squares Variety Snacks, 6 x 22g",
                        "brand": "Walkers",
                        "gtin": "5000328839400",
                        "sku": "CRISP-5000328839400",
                        "canonical_product_url": "https://crisps.biz/product/walkers-squares-variety-snacks-6-x-22g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-squares-variety-snacks-6-x-22g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074139",
                        "name": "Walkers Quavers Cheese Snacks, 12 x 16g",
                        "brand": "Walkers",
                        "gtin": "5000328868394",
                        "sku": "CRISP-5000328868394",
                        "canonical_product_url": "https://crisps.biz/product/walkers-quavers-cheese-snacks-12-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-quavers-cheese-snacks-12-x-16g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074131",
                        "name": "Walkers Sensations Mango and Red Chilli Chutney Poppadoms, 82.5g",
                        "brand": "Walkers",
                        "gtin": "5000328806181",
                        "sku": "CRISP-5000328806181",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-mango-and-red-chilli-chutney-poppadoms-82-5g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074125",
                        "name": "Walkers Sensations Balsamic Vinegar and Caramelised Onion Crisps, 150g",
                        "brand": "Walkers",
                        "gtin": "5000328787251",
                        "sku": "CRISP-5000328787251",
                        "canonical_product_url": "https://crisps.biz/product/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-sensations-balsamic-vinegar-and-caramelised-onion-crisps-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074123",
                        "name": "Walkers Oven Baked Cheese and Onion Crisps, 37.5g",
                        "brand": "Walkers",
                        "gtin": "5000328774800",
                        "sku": "CRISP-5000328774800",
                        "canonical_product_url": "https://crisps.biz/product/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-oven-baked-cheese-and-onion-crisps-37-5g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074111",
                        "name": "Walkers French Fries Variety Snacks, 12 x 18g",
                        "brand": "Walkers",
                        "gtin": "5000328542546",
                        "sku": "CRISP-5000328542546",
                        "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-12-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-12-x-18g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074177",
                    "product_name": "Walkers French Fries Variety Snacks, 6 x 18g",
                    "gtin": "5012005290107",
                    "brand": "Walkers",
                    "product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                    "sub_type": "Crisps, Multipacks, Puffs, rings and shapes, Variety packs",
                    "variant_or_style": "walkers-french-fries-variety-snacks-6-x-18g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "18",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "16.666666666667",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Walkers",
                    "brand_slugs": [
                        "walkers-crisps"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "puffs-rings-and-shapes",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074177",
                "product_json_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/.json",
                "product_markdown_route": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/.md",
                "checkout_url": "https://crisps.biz/buy/walkers-french-fries-variety-snacks-6-x-18g/",
                "buy_card_route": "https://crisps.biz/buy-card/walkers-french-fries-variety-snacks-6-x-18g/",
                "citation_anchor": "https://crisps.biz/product/walkers-french-fries-variety-snacks-6-x-18g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074177",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-walkers-french-fries-variety-snacks-6-x-18g-5012005290107-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074178",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074177&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074177",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " walkers french fries variety snacks 6 x 18g walkers 5012005290107 crisp 5012005290107 default blend default crisps multipacks puffs rings and shapes variety packs 1074177 walkers french fries variety snacks 6 x 18g 5012005290107 walkers https crisps biz product walkers french fries variety snacks 6 x 18g crisps multipacks puffs rings and shapes variety packs walkers french fries variety snacks 6 x 18g no blend 18 3 16 666666666667 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 walkers walkers crisps crisps crisp multipacks puffs rings and shapes crisp variety packs default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a5fd99186dcbd976a36cbdff51bb8d0a6f87adcc1cd726e6547f6c4e36d48a4e"
            }
        },
        {
            "product_id": "1074180",
            "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5016451062110",
            "sku": "CRISP-5016451062110",
            "slug": "seabrook-crinkle-cut-sea-salted-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook Crinkle Cut Sea Salted, 150g in all, made from potatoes, sunflower and rapeseed oils and sea salt. The label gives 128 kcal and 0.33g of salt for each bag. Each 25g bag is its own sealed single serving, handy for lunchboxes.The published listing says the crisps are Vegetarian Society Approved, including its vegan approval, and carries a gluten free claim. No allergens are listed in the ingredients.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074180",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074181",
                "attachment_id": 1074181,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31896,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074181",
                    "attachment_id": 1074181,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074181",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074180",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074180",
                    "product_name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                    "gtin": "5016451062110",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Multipacks, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "seabrook-crinkle-cut-sea-salted-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074180",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074180",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-sea-salted-crisps-6-x-25g-5016451062110-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074181",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074180&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074180",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut sea salted crisps 6 x 25g seabrook 5016451062110 crisp 5016451062110 default blend default crinkle and ridge cut crisps multipacks potato crisps ready salted and sea salt 1074180 seabrook crinkle cut sea salted crisps 6 x 25g 5016451062110 seabrook https crisps biz product seabrook crinkle cut sea salted crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps ready salted and sea salt seabrook crinkle cut sea salted crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crinkle cut crisps crisps crisp multipacks potato crisps ready salted crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "82b8e04fdad04ad0f056ebfe085aa4d703fba2877f0148e1c4cbbbb2dc14e653"
            }
        },
        {
            "product_id": "1074182",
            "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5016451062127",
            "sku": "CRISP-5016451062127",
            "slug": "seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook Crinkle Cut Cheese and Onion, 150g in all. The label gives 127 kcal and 0.3g of salt for each bag.The seasoning uses onion powder, lactose, cheese powder, yeast extract, sea salt, garlic, lactic acid and white pepper. Milk is in the seasoning. The pack carries a gluten free claim with the Crossed Grain symbol and is Vegetarian Society Approved. The ridged crinkle cut slice is firmer than a flat crisp and holds more seasoning in its grooves.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074182",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074183",
                "attachment_id": 1074183,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29911,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074183",
                    "attachment_id": 1074183,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074183",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074182",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074182",
                    "product_name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                    "gtin": "5016451062127",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                    "sub_type": "Cheese and onion, Crinkle and ridge cut, Crisps, Multipacks, Potato crisps",
                    "variant_or_style": "seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074182",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074182",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g-5016451062127-front-of-pack.avif",
                "image_record_id": "wp-attachment-1074183",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074182&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074182",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut cheese and onion crisps 6 x 25g seabrook 5016451062127 crisp 5016451062127 default blend default cheese and onion crinkle and ridge cut crisps multipacks potato crisps 1074182 seabrook crinkle cut cheese and onion crisps 6 x 25g 5016451062127 seabrook https crisps biz product seabrook crinkle cut cheese and onion crisps 6 x 25g cheese and onion crinkle and ridge cut crisps multipacks potato crisps seabrook crinkle cut cheese and onion crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook cheese and onion crisps crinkle cut crisps crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ed9778fc0df6bf1161d37c52714c72bdc8e03ac8e164d4676ba7265ea87fefb4"
            }
        },
        {
            "product_id": "1074184",
            "name": "Seabrook Crinkle Cut Salt and Vinegar Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5016451062134",
            "sku": "CRISP-5016451062134",
            "slug": "seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook Crinkle Cut Salt and Vinegar, 150g in all. The label gives 125 kcal and 0.6g of salt for each bag.The seasoning is short: rice flour, sea salt, sodium diacetate and citric acid. The pack says the crisps are approved as vegan by the Vegetarian Society and carries a gluten free claim with the Crossed Grain symbol. Salt is high on the front of pack scale at 2.5g per 100g.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074184",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Salt and Vinegar Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074185",
                "attachment_id": 1074185,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30362,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074185",
                    "attachment_id": 1074185,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074185",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074184",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074184",
                    "product_name": "Seabrook Crinkle Cut Salt and Vinegar Crisps, 6 x 25g",
                    "gtin": "5016451062134",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Multipacks, Potato crisps, Salt and vinegar",
                    "variant_or_style": "seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074184",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074184",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-salt-and-vinegar-crisps-6-x-25g-5016451062134-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074185",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074184&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074184",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut salt and vinegar crisps 6 x 25g seabrook 5016451062134 crisp 5016451062134 default blend default crinkle and ridge cut crisps multipacks potato crisps salt and vinegar 1074184 seabrook crinkle cut salt and vinegar crisps 6 x 25g 5016451062134 seabrook https crisps biz product seabrook crinkle cut salt and vinegar crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps salt and vinegar seabrook crinkle cut salt and vinegar crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crinkle cut crisps crisps crisp multipacks potato crisps salt and vinegar crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5eab89bc2ab80890183640d872aa7a49ddad204f246825abf3e587df80522046"
            }
        },
        {
            "product_id": "1074186",
            "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Meaty",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5016451062141",
            "sku": "CRISP-5016451062141",
            "slug": "seabrook-crinkle-cut-beefy-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook Crinkle Cut Beefy, 150g in all. The label gives 126 kcal and 0.3g of salt for each bag.There is no beef in it: the savoury flavour comes from yeast extract, onion and flavouring on a ridged crinkle cut crisp. The pack carries a gluten free claim with the Crossed Grain symbol and says the crisps are approved as vegan by the Vegetarian Society.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074186",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074187",
                "attachment_id": 1074187,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29271,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074187",
                    "attachment_id": 1074187,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074187",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074186",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                    "gtin": "5016451062141",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Meaty, Multipacks, Potato crisps",
                    "variant_or_style": "seabrook-crinkle-cut-beefy-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "9.6",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074186",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074186",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-beefy-crisps-6-x-25g-5016451062141-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074187",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074186&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074186",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut beefy crisps 6 x 25g seabrook 5016451062141 crisp 5016451062141 default blend default crinkle and ridge cut crisps meaty multipacks potato crisps 1074186 seabrook crinkle cut beefy crisps 6 x 25g 5016451062141 seabrook https crisps biz product seabrook crinkle cut beefy crisps 6 x 25g crinkle and ridge cut crisps meaty multipacks potato crisps seabrook crinkle cut beefy crisps 6 x 25g no blend 25 2 4 9 6 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crinkle cut crisps crisps meaty crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9427e965318c1d2c28f674a568853e4d103d405868f1fc60f5c90f8ea77d460c"
            }
        },
        {
            "product_id": "1074188",
            "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
            "gtin": "5016451062172",
            "sku": "CRISP-5016451062172",
            "slug": "seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook Crinkle Cut Cream Cheese and Chives, 150g in all. The label gives 126 kcal and 0.32g of salt for each bag.The seasoning uses onion powder, whey powder, sea salt, sugar, garlic, lactic and citric acid and a herb. The crinkle cut slice holds more of it in its ridges. Milk is in the seasoning. The pack carries a gluten free claim with the Crossed Grain symbol and is Vegetarian Society Approved.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074188",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074189",
                "attachment_id": 1074189,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30421,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074189",
                    "attachment_id": 1074189,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074189",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074188",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
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                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074188",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g-5016451062172-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074189",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074188&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074188",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut cream cheese and chives crisps 6 x 25g seabrook 5016451062172 crisp 5016451062172 default blend default cheese and onion crinkle and ridge cut crisps multipacks potato crisps 1074188 seabrook crinkle cut cream cheese and chives crisps 6 x 25g 5016451062172 seabrook https crisps biz product seabrook crinkle cut cream cheese and chives crisps 6 x 25g cheese and onion crinkle and ridge cut crisps multipacks potato crisps seabrook crinkle cut cream cheese and chives crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook cheese and onion crisps crinkle cut crisps crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "aa57f6601f251e5bb5e179346d2c2a7adf40a17c9827d34092f81d47fc71750c"
            }
        },
        {
            "product_id": "1074190",
            "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5016451062196",
            "sku": "CRISP-5016451062196",
            "slug": "seabrook-crinkle-cut-variety-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook crinkle cut crisps, 150g in all: two each of sea salted, sea salt and vinegar, and cheese and onion. The labels give 125 to 128 kcal for each bag, and it covers three everyday crisp flavours in one small box.The pack carries a gluten free claim with the Crossed Grain symbol and says the crisps are Vegetarian Society Approved. The sea salted and sea salt and vinegar bags are marked suitable for vegans; the cheese and onion bags contain milk and are marked suitable for vegetarians.Salt runs from 0.3g a bag for cheese and onion to 0.6g for sea salt and vinegar. Each bag is its own sealed portion, and the ridged crinkle cut slice holds more seasoning in its grooves.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074190",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074191",
                "attachment_id": 1074191,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32904,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074191",
                    "attachment_id": 1074191,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074191",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074190",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
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                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074190",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074190",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-variety-crisps-6-x-25g-5016451062196-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074190&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074190",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut variety crisps 6 x 25g seabrook 5016451062196 crisp 5016451062196 default blend default crinkle and ridge cut crisps multipacks potato crisps variety packs 1074190 seabrook crinkle cut variety crisps 6 x 25g 5016451062196 seabrook https crisps biz product seabrook crinkle cut variety crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps variety packs seabrook crinkle cut variety crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crinkle cut crisps crisps crisp multipacks potato crisps crisp variety packs default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d661ef84f58d3b7baa62c84f4be55d84305cfe2bdb2545bf4d146570e70d91a4"
            }
        },
        {
            "product_id": "1074192",
            "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
            "gtin": "5016451362210",
            "sku": "CRISP-5016451362210",
            "slug": "seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g",
            "short_description": "Six 25g bags of Seabrook Crinkle Cut Tomato Ketchup, 150g in all. The label gives 124 kcal and 0.17g of salt for each bag, and 0.66g of salt per 100g, the smallest figure among the Seabrook packs we stock.The seasoning uses sugar and tomato powder, sodium diacetate and citric acid for the vinegar tang of ketchup, onion, pimento and a little lovage. The ridged crinkle cut slice holds the sweet, tangy powder in its grooves, and each bag is its own sealed portion.The pack says the crisps are approved as vegan by the Vegetarian Society and carries a gluten free claim with the Crossed Grain symbol. No allergens from the UK list of 14 are highlighted in the published ingredients. Sweet and sharp rather than hot, it suits lunchboxes and anyone who likes ketchup with their chips.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074192",
            "price": "2.40",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 9.6,
                "weight_g": 25,
                "comparison_price_gbp": 9.6,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 9.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074193",
                "attachment_id": 1074193,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33739,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074193",
                    "attachment_id": 1074193,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074193",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074192",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
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                    "variant_or_style": "seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074192",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074192",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g-5016451362210-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074193",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074192&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074192",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
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                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut tomato ketchup crisps 6 x 25g seabrook 5016451362210 crisp 5016451362210 default blend default crinkle and ridge cut crisps multipacks potato crisps tangy and umami 1074192 seabrook crinkle cut tomato ketchup crisps 6 x 25g 5016451362210 seabrook https crisps biz product seabrook crinkle cut tomato ketchup crisps 6 x 25g crinkle and ridge cut crisps multipacks potato crisps tangy and umami seabrook crinkle cut tomato ketchup crisps 6 x 25g no blend 25 2 4 9 6 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crinkle cut crisps crisps crisp multipacks potato crisps umami crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a611af35417d83dded85d77a82cc12b29a0e04a2cfe3d5b4c04589b5eceee939"
            }
        },
        {
            "product_id": "1074194",
            "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Multipacks",
                "Popped and baked",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5016451426806",
            "sku": "CRISP-5016451426806",
            "slug": "seabrook-extra-cheesy-waffle-bites-6-x-16g",
            "short_description": "A six bag multipack of Seabrook Waffle Bites Extra Cheesy, 16g each: small, waffle shaped snacks baked from 59% maize with potato granules, rapeseed and sunflower oils, and a 14% cheese seasoning of whey, yeast, cheese powder, onion and paprika. The pack says baked not fried, 73 kcal per bag.The pack says the bites are gluten free, with the Crossed Grain symbol, and approved by the Vegetarian Society.Milk is in the seasoning, and the published listing gives no may contain advice.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "product_json_route": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074194",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.750000000000002,
                "weight_g": 16,
                "comparison_price_gbp": 13.750000000000002,
                "comparison_unit": "100g",
                "pack_label": "16g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 13.750000000000002,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "buy_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074195",
                "attachment_id": 1074195,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33519,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074195",
                    "attachment_id": 1074195,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074195",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074194",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074194",
                    "product_name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                    "gtin": "5016451426806",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                    "sub_type": "Cheesy, Crisps, Multipacks, Popped and baked, Puffs, rings and shapes",
                    "variant_or_style": "seabrook-extra-cheesy-waffle-bites-6-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "13.75",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074194",
                "product_json_route": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074194",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-extra-cheesy-waffle-bites-6-x-16g-5016451426806-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074195",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074194&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074194",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook extra cheesy waffle bites 6 x 16g seabrook 5016451426806 crisp 5016451426806 default blend default cheesy crisps multipacks popped and baked puffs rings and shapes 1074194 seabrook extra cheesy waffle bites 6 x 16g 5016451426806 seabrook https crisps biz product seabrook extra cheesy waffle bites 6 x 16g cheesy crisps multipacks popped and baked puffs rings and shapes seabrook extra cheesy waffle bites 6 x 16g no blend 16 2 2 13 75 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook cheesy crisps crisps crisp multipacks popped and baked crisps puffs rings and shapes default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8f71fbfce424315ffea64f706db87b23344b8d7b12b15f95c217354784188e40"
            }
        },
        {
            "product_id": "1074196",
            "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
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            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Big multipacks",
                "Crinkle and ridge cut",
                "Crisps",
                "Potato crisps",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2115,
                    "name": "Big multipacks",
                    "slug": "big-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                },
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
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            "sku": "CRISP-5016451481621",
            "slug": "seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g",
            "short_description": "Twelve 25g bags of Seabrook crinkle cut crisps, 300g in all: three each of Canadian ham, beefy, prawn cocktail and sea salted. The labels give 126 to 128 kcal for each bag, and salt runs from 0.3g to 0.4g a bag.None of the four ingredient lists includes meat or fish, and none lists milk. The pack carries a gluten free claim with the Crossed Grain symbol and says the crisps are Vegetarian Society Approved; the prawn cocktail bags are marked suitable for vegans, while the Canadian ham bags, which contain honey powder, are marked suitable for vegetarians.Each bag is its own sealed portion, and the ridged crinkle cut slice holds more seasoning in its grooves than a flat crisp. A good box for a household where not everyone likes the same flavour.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074196",
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            "regular_price_gbp": 5,
            "currency": "GBP",
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                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 16,
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                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 16,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "buy_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074197",
                "attachment_id": 1074197,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31504,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074197",
                    "attachment_id": 1074197,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074197",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2115,
                        "name": "Big multipacks",
                        "slug": "big-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/big-multipacks/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074196",
                "same_brand_products": [
                    {
                        "product_id": "1074198",
                        "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451526827",
                        "sku": "CRISP-5016451526827",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074196",
                    "product_name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                    "gtin": "5016451481621",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                    "sub_type": "Big multipacks, Crinkle and ridge cut, Crisps, Potato crisps, Variety packs",
                    "variant_or_style": "seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "16",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "honey",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "big-multipacks",
                        "crinkle-cut-crisps",
                        "crisps",
                        "potato-crisps",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "honey"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074196",
                "product_json_route": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074196",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g-5016451481621-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074197",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074196&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074196",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook crinkle cut meaty variety crisps 12 x 25g seabrook 5016451481621 crisp 5016451481621 default blend honey big multipacks crinkle and ridge cut crisps potato crisps variety packs 1074196 seabrook crinkle cut meaty variety crisps 12 x 25g 5016451481621 seabrook https crisps biz product seabrook crinkle cut meaty variety crisps 12 x 25g big multipacks crinkle and ridge cut crisps potato crisps variety packs seabrook crinkle cut meaty variety crisps 12 x 25g no blend 25 4 16 mid honey yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook big multipacks crinkle cut crisps crisps potato crisps crisp variety packs honey mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ec814ed601c136911d90122726eb49afe888376605ff0aac914def36b98b5dec"
            }
        },
        {
            "product_id": "1074198",
            "name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
            "brand": "Seabrook",
            "brand_entities": [
                {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Multipacks",
                "Popped and baked",
                "Puffs, rings and shapes"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                }
            ],
            "gtin": "5016451526827",
            "sku": "CRISP-5016451526827",
            "slug": "seabrook-maple-bacon-waffle-bites-6-x-16g",
            "short_description": "A six bag multipack of Seabrook Waffle Bites Maple Bacon, 16g each: small, waffle shaped snacks baked from 59% maize with potato granules, rapeseed and sunflower oils, and a 14% maple bacon seasoning of sugar, yeast extract, onion, paprika and smoked salt. There is no bacon or maple syrup on the list. The pack says baked not fried, 74 kcal per bag.The pack says the bites are gluten free, with the Crossed Grain symbol, and approved by the Vegetarian Society as vegan.No allergens are highlighted in the ingredients, and the allergy advice says the bites may contain milk.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "product_json_route": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/.json",
            "product_markdown_route": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074198",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 13.750000000000002,
                "weight_g": 16,
                "comparison_price_gbp": 13.750000000000002,
                "comparison_unit": "100g",
                "pack_label": "16g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 13.750000000000002,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "buy_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "human_purchase_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "buy_card_route": "https://crisps.biz/buy-card/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "buy_card_url": "https://crisps.biz/buy-card/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Seabrook Maple Bacon Waffle Bites, 6 x 16g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074199",
                "attachment_id": 1074199,
                "relative_upload_path": "2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32930,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074199",
                    "attachment_id": 1074199,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074199",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2128,
                    "name": "Seabrook",
                    "slug": "seabrook",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/seabrook/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074198",
                "same_brand_products": [
                    {
                        "product_id": "1074196",
                        "name": "Seabrook Crinkle Cut Meaty Variety Crisps, 12 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451481621",
                        "sku": "CRISP-5016451481621",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-meaty-variety-crisps-12-x-25g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074190",
                        "name": "Seabrook Crinkle Cut Variety Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062196",
                        "sku": "CRISP-5016451062196",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-variety-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074192",
                        "name": "Seabrook Crinkle Cut Tomato Ketchup Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451362210",
                        "sku": "CRISP-5016451362210",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-tomato-ketchup-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074194",
                        "name": "Seabrook Extra Cheesy Waffle Bites, 6 x 16g",
                        "brand": "Seabrook",
                        "gtin": "5016451426806",
                        "sku": "CRISP-5016451426806",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-extra-cheesy-waffle-bites-6-x-16g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074186",
                        "name": "Seabrook Crinkle Cut Beefy Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062141",
                        "sku": "CRISP-5016451062141",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-beefy-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074188",
                        "name": "Seabrook Crinkle Cut Cream Cheese and Chives Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062172",
                        "sku": "CRISP-5016451062172",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cream-cheese-and-chives-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074180",
                        "name": "Seabrook Crinkle Cut Sea Salted Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062110",
                        "sku": "CRISP-5016451062110",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-sea-salted-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074182",
                        "name": "Seabrook Crinkle Cut Cheese and Onion Crisps, 6 x 25g",
                        "brand": "Seabrook",
                        "gtin": "5016451062127",
                        "sku": "CRISP-5016451062127",
                        "canonical_product_url": "https://crisps.biz/product/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "checkout_url": "https://crisps.biz/buy/seabrook-crinkle-cut-cheese-and-onion-crisps-6-x-25g/",
                        "price": "2.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074198",
                    "product_name": "Seabrook Maple Bacon Waffle Bites, 6 x 16g",
                    "gtin": "5016451526827",
                    "brand": "Seabrook",
                    "product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                    "sub_type": "Crisps, Meaty, Multipacks, Popped and baked, Puffs, rings and shapes",
                    "variant_or_style": "seabrook-maple-bacon-waffle-bites-6-x-16g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "16",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "13.75",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Seabrook",
                    "brand_slugs": [
                        "seabrook"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "crisp-multipacks",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074198",
                "product_json_route": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/.json",
                "product_markdown_route": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/.md",
                "checkout_url": "https://crisps.biz/buy/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                "buy_card_route": "https://crisps.biz/buy-card/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                "citation_anchor": "https://crisps.biz/product/seabrook-maple-bacon-waffle-bites-6-x-16g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074198",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-seabrook-maple-bacon-waffle-bites-6-x-16g-5016451526827-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074199",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074198&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074198",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " seabrook maple bacon waffle bites 6 x 16g seabrook 5016451526827 crisp 5016451526827 default blend default crisps meaty multipacks popped and baked puffs rings and shapes 1074198 seabrook maple bacon waffle bites 6 x 16g 5016451526827 seabrook https crisps biz product seabrook maple bacon waffle bites 6 x 16g crisps meaty multipacks popped and baked puffs rings and shapes seabrook maple bacon waffle bites 6 x 16g no blend 16 2 2 13 75 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 seabrook seabrook crisps meaty crisps crisp multipacks popped and baked crisps puffs rings and shapes default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "10908e439781966a636fe06edbb5895fada0bd35511fe12106b511601bc5c879"
            }
        },
        {
            "product_id": "1074200",
            "name": "Kettle Lightly Salted Potato Chips, 5 x 25g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Multipacks",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
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            "slug": "kettle-lightly-salted-potato-chips-5-x-25g",
            "short_description": "Five 25g bags of Kettle Lightly Salted, thick hand cooked potato chips made from just potatoes, rapeseed and sunflower oils and sea salt, 125g of chips in all. Worked out from the label's per 100g values, each bag is about 129 kcal with 0.17g of salt.The pack says the chips are suitable for vegans and carries a gluten free claim. No allergens are highlighted in the ingredients.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/",
            "product_json_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074200",
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            "regular_price_gbp": 4.5,
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                "version": 1,
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                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 14.4,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 14.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-5-x-25g/",
            "buy_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-5-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-5-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-lightly-salted-potato-chips-5-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-lightly-salted-potato-chips-5-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Lightly Salted Potato Chips, 5 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074201",
                "attachment_id": 1074201,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 25459,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074201",
                    "attachment_id": 1074201,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074201",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074200",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
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                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
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                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074200",
                    "product_name": "Kettle Lightly Salted Potato Chips, 5 x 25g",
                    "gtin": "5017764003142",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/",
                    "sub_type": "Crisps, Hand cooked crisps, Multipacks, Ready salted and sea salt",
                    "variant_or_style": "kettle-lightly-salted-potato-chips-5-x-25g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "25",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "14.4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "crisp-multipacks",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074200",
                "product_json_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-5-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-lightly-salted-potato-chips-5-x-25g/",
                "citation_anchor": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-5-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074200",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-5-x-25g-5017764003142-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074201",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074200&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074200",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle lightly salted potato chips 5 x 25g kettle 5017764003142 crisp 5017764003142 default blend default crisps hand cooked crisps multipacks ready salted and sea salt 1074200 kettle lightly salted potato chips 5 x 25g 5017764003142 kettle https crisps biz product kettle lightly salted potato chips 5 x 25g crisps hand cooked crisps multipacks ready salted and sea salt kettle lightly salted potato chips 5 x 25g no blend 25 3 6 14 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps crisp multipacks ready salted crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a2ceec1160b4562b40e18b30d1e8dee9006de7a3758a838df62136384a465427"
            }
        },
        {
            "product_id": "1074202",
            "name": "Manomasa Chipotle and Lime Tortilla Chips, 140g",
            "brand": "Manomasa",
            "brand_entities": [
                {
                    "term_id": 2179,
                    "name": "Manomasa",
                    "slug": "manomasa",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/manomasa/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "product_json_route": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074202",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2857142857142856,
                "weight_g": 140,
                "comparison_price_gbp": 2.2857142857142856,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 2.2857142857142856,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "buy_url": "https://crisps.biz/buy/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "human_purchase_url": "https://crisps.biz/buy/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Manomasa Chipotle and Lime Tortilla Chips, 140g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074203",
                "attachment_id": 1074203,
                "relative_upload_path": "2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46976,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074203",
                    "attachment_id": 1074203,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074203",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2179,
                    "name": "Manomasa",
                    "slug": "manomasa",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/manomasa/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074202",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074202",
                    "product_name": "Manomasa Chipotle and Lime Tortilla Chips, 140g",
                    "gtin": "5017764003395",
                    "brand": "Manomasa",
                    "product_url": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/",
                    "sub_type": "Crisps, Hot and spicy, Sharing bags, Tortilla chips",
                    "variant_or_style": "manomasa-chipotle-and-lime-tortilla-chips-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "2.2857142857143",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Manomasa",
                    "brand_slugs": [
                        "manomasa"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074202",
                "product_json_route": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/.md",
                "checkout_url": "https://crisps.biz/buy/manomasa-chipotle-and-lime-tortilla-chips-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/manomasa-chipotle-and-lime-tortilla-chips-140g/",
                "citation_anchor": "https://crisps.biz/product/manomasa-chipotle-and-lime-tortilla-chips-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074202",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-manomasa-chipotle-and-lime-tortilla-chips-140g-5017764003395-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074203",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074202&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074202",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " manomasa chipotle and lime tortilla chips 140g manomasa 5017764003395 crisp 5017764003395 default blend default crisps hot and spicy sharing bags tortilla chips 1074202 manomasa chipotle and lime tortilla chips 140g 5017764003395 manomasa https crisps biz product manomasa chipotle and lime tortilla chips 140g crisps hot and spicy sharing bags tortilla chips manomasa chipotle and lime tortilla chips 140g no blend 140 3 2 2 2857142857143 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 manomasa manomasa crisps spicy crisps sharing bags tortilla chips default mid 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "6ea3c77232100152b412080eda302b29e0f9dbf6044f176c9c9115a06978dd30"
            }
        },
        {
            "product_id": "1074204",
            "name": "Kettle Sea Salt and Crushed Black Peppercorns Potato Chips, 130g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5017764004019",
            "sku": "CRISP-5017764004019",
            "slug": "kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g",
            "short_description": "A 130g sharing bag of Kettle Sea Salt and Crushed Black Peppercorns, hand cooked potato chips with a peppery, savoury seasoning. The label suggests five servings and gives 485 kcal per 100g.The seasoning uses crushed black pepper, black pepper extract, yeast extract, a little sugar, sea salt and citric acid. The pack says the chips are suitable for vegans, carries a gluten free claim and says they are hand cooked in Norfolk.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "product_json_route": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074204",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.769230769230769,
                "weight_g": 130,
                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.769230769230769,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "buy_url": "https://crisps.biz/buy/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Sea Salt and Crushed Black Peppercorns Potato Chips, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074205",
                "attachment_id": 1074205,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36352,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074205",
                    "attachment_id": 1074205,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074205",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074204",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074204",
                    "product_name": "Kettle Sea Salt and Crushed Black Peppercorns Potato Chips, 130g",
                    "gtin": "5017764004019",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
                    "sub_type": "Crisps, Hand cooked crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.7692307692308",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074204",
                "product_json_route": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074204",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-crushed-black-peppercorns-potato-chips-130g-5017764004019-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074205",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074204&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074204",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle sea salt and crushed black peppercorns potato chips 130g kettle 5017764004019 crisp 5017764004019 default blend default crisps hand cooked crisps ready salted and sea salt sharing bags 1074204 kettle sea salt and crushed black peppercorns potato chips 130g 5017764004019 kettle https crisps biz product kettle sea salt and crushed black peppercorns potato chips 130g crisps hand cooked crisps ready salted and sea salt sharing bags kettle sea salt and crushed black peppercorns potato chips 130g no blend 130 3 6 2 7692307692308 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps ready salted crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d46fbadc5ac4d9f92783369b089df2ae946e5fb88b0e10c9a2ca4a49ba945971"
            }
        },
        {
            "product_id": "1074206",
            "name": "Kettle Sea Salt and Balsamic Vinegar of Modena Potato Chips, 130g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5017764004729",
            "sku": "CRISP-5017764004729",
            "slug": "kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g",
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            "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "product_json_route": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074206",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.769230769230769,
                "weight_g": 130,
                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.769230769230769,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "buy_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Sea Salt and Balsamic Vinegar of Modena Potato Chips, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074207",
                "attachment_id": 1074207,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39281,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074207",
                    "attachment_id": 1074207,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074207",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074206",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
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                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
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                        "sku": "CRISP-5017764005184",
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                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "product_url": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
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                    "added_flavour_ingredients": "",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
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                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
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                        "hand-cooked-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
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                    "focus_friendly": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
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                    ],
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                    "body": "",
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                    "sweetness": "",
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                    "mouthfeel": "",
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                },
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074206",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-130g-5017764004729-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074207",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074206&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074206",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle sea salt and balsamic vinegar of modena potato chips 130g kettle 5017764004729 crisp 5017764004729 default blend default crisps hand cooked crisps salt and vinegar sharing bags 1074206 kettle sea salt and balsamic vinegar of modena potato chips 130g 5017764004729 kettle https crisps biz product kettle sea salt and balsamic vinegar of modena potato chips 130g crisps hand cooked crisps salt and vinegar sharing bags kettle sea salt and balsamic vinegar of modena potato chips 130g no blend 130 3 6 2 7692307692308 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps salt and vinegar crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "32f07dadf3182fdee35540d2e23c413abc80c664fc7d46c750ee6f606d918337"
            }
        },
        {
            "product_id": "1074208",
            "name": "Kettle Sea Salt and Balsamic Vinegar of Modena Potato Chips, 5 x 25g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Multipacks",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5017764004781",
            "sku": "CRISP-5017764004781",
            "slug": "kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g",
            "short_description": "Five 25g bags of Kettle Sea Salt and Balsamic Vinegar of Modena, thick hand cooked potato chips seasoned with real balsamic vinegar, 125g in all. Worked out from the label's per 100g values, each bag is about 128 kcal with 0.14g of salt.The pack says the chips are suitable for vegans and carries a gluten free claim, and no allergens are highlighted in the published ingredients.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "product_json_route": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074208",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 14.4,
                "weight_g": 25,
                "comparison_price_gbp": 14.4,
                "comparison_unit": "100g",
                "pack_label": "25g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 14.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "buy_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Sea Salt and Balsamic Vinegar of Modena Potato Chips, 5 x 25g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074209",
                "attachment_id": 1074209,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33546,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074209",
                    "attachment_id": 1074209,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g-5017764004781-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074209",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074208",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
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                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "added_flavour_ingredients": "",
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                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
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                        "hand-cooked-crisps",
                        "crisp-multipacks",
                        "salt-and-vinegar-crisps"
                    ]
                },
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
                "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-balsamic-vinegar-of-modena-potato-chips-5-x-25g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074208",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074208",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
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                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle sea salt and balsamic vinegar of modena potato chips 5 x 25g kettle 5017764004781 crisp 5017764004781 default blend default crisps hand cooked crisps multipacks salt and vinegar 1074208 kettle sea salt and balsamic vinegar of modena potato chips 5 x 25g 5017764004781 kettle https crisps biz product kettle sea salt and balsamic vinegar of modena potato chips 5 x 25g crisps hand cooked crisps multipacks salt and vinegar kettle sea salt and balsamic vinegar of modena potato chips 5 x 25g no blend 25 3 6 14 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps crisp multipacks salt and vinegar crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b0f9aa4a3edfba3f933c8ca8e89cfac8aa6225c6ac4c40cd8d719aee0c7636ec"
            }
        },
        {
            "product_id": "1074210",
            "name": "Kettle Brie and Caramelised Onion Potato Chips, 130g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Hand cooked crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5017764004897",
            "sku": "CRISP-5017764004897",
            "slug": "kettle-brie-and-caramelised-onion-potato-chips-130g",
            "short_description": "A 130g sharing bag of Kettle Brie and Caramelised Onion, hand cooked potato chips with a creamy, sweet onion seasoning. The label suggests five servings and gives 517 kcal per 100g.The seasoning uses sugar, onion powder, whey, Brie cheese powder, garlic, rosemary and a little citric acid. Milk is in the seasoning; the pack says the chips are suitable for vegetarians and carries a gluten free claim. At 0.33g per 100g, it has the least salt of the Kettle chips we stock.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "product_json_route": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074210",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.769230769230769,
                "weight_g": 130,
                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.769230769230769,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "buy_url": "https://crisps.biz/buy/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Brie and Caramelised Onion Potato Chips, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074211",
                "attachment_id": 1074211,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41173,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074211",
                    "attachment_id": 1074211,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074211",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "caramel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "caramel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074210",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Kettle Brie and Caramelised Onion Potato Chips, 130g",
                    "gtin": "5017764004897",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/",
                    "sub_type": "Cheese and onion, Crisps, Hand cooked crisps, Sharing bags",
                    "variant_or_style": "kettle-brie-and-caramelised-onion-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "caramel",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "hand-cooked-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "caramel"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074210",
                "product_json_route": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-brie-and-caramelised-onion-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-brie-and-caramelised-onion-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-brie-and-caramelised-onion-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074210",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-brie-and-caramelised-onion-potato-chips-130g-5017764004897-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074211",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074210&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074210",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "sweetness",
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                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle brie and caramelised onion potato chips 130g kettle 5017764004897 crisp 5017764004897 default blend caramel cheese and onion crisps hand cooked crisps sharing bags 1074210 kettle brie and caramelised onion potato chips 130g 5017764004897 kettle https crisps biz product kettle brie and caramelised onion potato chips 130g cheese and onion crisps hand cooked crisps sharing bags kettle brie and caramelised onion potato chips 130g no blend 130 3 6 2 7692307692308 mid caramel yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle cheese and onion crisps crisps hand cooked crisps sharing bags caramel mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9bc1a7ece20271edb51911ba3d6b2e259598cf2a14001910c39ce2213815d41e"
            }
        },
        {
            "product_id": "1074212",
            "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5017764005177",
            "sku": "CRISP-5017764005177",
            "slug": "kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g",
            "short_description": "A 140g sharing bag of Kettle Tortillas Sweet Chilli and Sour Cream: tortilla chips made from whole white corn flour with 3% pumpkin seeds and brown linseeds, in rapeseed and sunflower oils, with dried red pepper and a seasoning of sugar, skimmed milk, yoghurt, sour cream, jalapeño, chilli, paprika and cayenne. The label gives 490 kcal and 0.43g of salt per 100g.The pack says the chips are suitable for vegetarians and gluten free, with natural ingredients and nothing artificial.Milk is in the seasoning, and the published listing gives no may contain advice.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "product_json_route": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074212",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.5714285714285716,
                "weight_g": 140,
                "comparison_price_gbp": 2.5714285714285716,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.5714285714285716,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "buy_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074213",
                "attachment_id": 1074213,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42781,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074213",
                    "attachment_id": 1074213,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074213",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074212",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074212",
                    "product_name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                    "gtin": "5017764005177",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                    "sub_type": "Crisps, Herby and deli, Sharing bags, Tortilla chips",
                    "variant_or_style": "kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.5714285714286",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074212",
                "product_json_route": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                "citation_anchor": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074212",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g-5017764005177-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074213",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074212&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074212",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle sweet chilli and sour cream tortilla chips 140g kettle 5017764005177 crisp 5017764005177 default blend default crisps herby and deli sharing bags tortilla chips 1074212 kettle sweet chilli and sour cream tortilla chips 140g 5017764005177 kettle https crisps biz product kettle sweet chilli and sour cream tortilla chips 140g crisps herby and deli sharing bags tortilla chips kettle sweet chilli and sour cream tortilla chips 140g no blend 140 3 6 2 5714285714286 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps deli flavour crisps sharing bags tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0cfda58d78fa4e6d55bb8e00b9cb7551871d925b52f2f2435c8b628b25475d09"
            }
        },
        {
            "product_id": "1074214",
            "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2093,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
            "product_json_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/.md",
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                "status": "instock",
                "is_in_stock": true,
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                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-tortilla-chips-140g-5017764005184-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-tortilla-chips-140g-5017764005184-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-tortilla-chips-140g-5017764005184-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-tortilla-chips-140g-5017764005184-front-of-pack.jpg.json",
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                "file_size_bytes": 43471,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
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                    "avif": {
                        "candidate_count": 6,
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                },
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                        "authority": "crisps Image Estate Authority",
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                    },
                    "visual_family_id": "wp-attachment-1074215",
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                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-tortilla-chips-140g-5017764005184-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
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                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-mature-cheddar-and-red-onion-tortilla-chips-140g-5017764005184-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074215",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
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                "unit_count": null,
                "unit_type": null
            },
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            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
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                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
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                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
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                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074214",
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                    {
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                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
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                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Kettle",
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                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    }
                ],
                "same_category_products": [
                    {
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
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                    "occasion_pairings",
                    "traditional_use",
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                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "gtin": "5017764005184",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
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                    "variant_or_style": "kettle-mature-cheddar-and-red-onion-tortilla-chips-140g",
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                    "country_of_origin": "blend",
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                    "occasion_tags": "",
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                    "occasion_pairings": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "sharing-bags",
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                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
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                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
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            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074214",
                "product_json_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                "citation_anchor": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074214",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074214",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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            "curator_opinion": {
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                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "sku",
                    "price",
                    "stock_status",
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                    "name": "Kettle",
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                {
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                },
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                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.5714285714285716,
                "weight_g": 140,
                "comparison_price_gbp": 2.5714285714285716,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.5714285714285716,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
            "buy_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074218",
                "attachment_id": 1074218,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36575,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074218",
                    "attachment_id": 1074218,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074218",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074217",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074217",
                    "product_name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                    "gtin": "5017764005191",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Sharing bags, Tortilla chips",
                    "variant_or_style": "kettle-sea-salt-and-black-pepper-tortilla-chips-140g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.5714285714286",
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074217",
                "product_json_route": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                "citation_anchor": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074217",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sea-salt-and-black-pepper-tortilla-chips-140g-5017764005191-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074218",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074217&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074217",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle sea salt and black pepper tortilla chips 140g kettle 5017764005191 crisp 5017764005191 default blend default crisps ready salted and sea salt sharing bags tortilla chips 1074217 kettle sea salt and black pepper tortilla chips 140g 5017764005191 kettle https crisps biz product kettle sea salt and black pepper tortilla chips 140g crisps ready salted and sea salt sharing bags tortilla chips kettle sea salt and black pepper tortilla chips 140g no blend 140 3 6 2 5714285714286 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps ready salted crisps sharing bags tortilla chips default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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            "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
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                {
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                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
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                "Crisps",
                "Hand cooked crisps",
                "Meaty",
                "Sharing bags"
            ],
            "category_entities": [
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2104,
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                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
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                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074219",
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            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
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            "buy_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g-5017764005474-front-of-pack-600x600.avif",
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                "file_size_bytes": 41114,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                    },
                    "webp": {
                        "candidate_count": 9,
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                    "avif": {
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                        "authority": "crisps Image Estate Authority",
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                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g-5017764005474-front-of-pack-600x600.avif",
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                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
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                            "jsonld": false,
                            "markdown": false,
                            "text": false,
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                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074220",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
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                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
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            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
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                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.agent.action": {
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                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
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                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
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                        "evidence_strength": "catalogue_verified",
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                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
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                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
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                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
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                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
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                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2113,
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                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074219",
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                        }
                    },
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                            "note": null,
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                    },
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                    },
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                    },
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                            "note": null,
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                            "note": null,
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                    },
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                            "note": null,
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
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                    "_crisps_catalogue_{field}",
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                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
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                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
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                    "packaging_type": "missing_pending_catalogue_csv",
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                    "linked_wiki_topic_count": 0,
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-krinkle-lightly-salted-ridged-potato-chips-130g-5017764005498-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074222",
                "attachment_id": 1074222,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-lightly-salted-ridged-potato-chips-130g-5017764005498-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-krinkle-lightly-salted-ridged-potato-chips-130g-5017764005498-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39039,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074222",
                    "attachment_id": 1074222,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-lightly-salted-ridged-potato-chips-130g-5017764005498-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-lightly-salted-ridged-potato-chips-130g-5017764005498-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074222",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074221",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
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                "linked_recipes": [],
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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            "catalogue_enrichment": {
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                "import_ready": true,
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                    "_crisps_catalogue_{field}",
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                    "gtin": "truth_spine_identifier_contract",
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                "format": "avif",
                "file_size_bytes": 43886,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074224",
                    "attachment_id": 1074224,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g-5017764005511-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g-5017764005511-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074224",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074223",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
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                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
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                    "sweetness",
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                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
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                    "occasion_pairings",
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                    "product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
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                    "variant_or_style": "kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
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                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
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                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
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                        "crisps",
                        "hand-cooked-crisps",
                        "salt-and-vinegar-crisps",
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                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
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                    "sweetness": "",
                    "bitterness": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074223",
                "product_json_route": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074223",
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                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g-5017764005511-front-of-pack-600x600.avif",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074223",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
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                    "organic",
                    "fairtrade",
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                ],
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "note": null,
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
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            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "stock_status",
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                    "slug": "kettle",
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            ],
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                },
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
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            ],
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            "product_json_route": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/.md",
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            },
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            "availability": "https://schema.org/InStock",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                    "webp": {
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                    "avif": {
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                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074226",
                    "attachment_id": 1074226,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g-5017764005535-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g-5017764005535-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074226",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "lemon",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "lemon",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074225",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "variant_or_style": "kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
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                    "format": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
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                    "contains_nuts": "missing_pending_catalogue_csv",
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            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
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                        "crisps",
                        "hand-cooked-crisps",
                        "sharing-bags",
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                },
                "hard_filters": {
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                    "rainforest_alliance": "",
                    "focus_friendly": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
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                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074225",
                "product_json_route": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/.md",
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074225",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
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                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
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                },
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                "linked_wiki_topics": []
            },
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                    "servings_per_pack",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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                "rating_scale": "0-5",
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                "source": "crisps.biz curator rating",
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            },
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            "identifier_priority_used": "agent_index",
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                    "catalogue_audit_product_meta_when_imported",
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                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
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                    "gtin",
                    "sku",
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                    "stock_status",
                    "ingredient_family",
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                    },
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                    "avif": {
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                    },
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                        "route_complete": false,
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                            "jsonld": false,
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                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074228",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "lemon",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "lemon",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074227",
                "same_brand_products": [
                    {
                        "product_id": "1074229",
                        "name": "Kettle Lightly Salted Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764128104",
                        "sku": "CRISP-5017764128104",
                        "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074227",
                    "product_name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                    "gtin": "5017764005559",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                    "sub_type": "Crisps, Hand cooked crisps, Sharing bags, Sweet and savoury",
                    "variant_or_style": "kettle-sweet-chilli-and-sour-cream-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.7692307692308",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "lemon",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "lemon"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074227",
                "product_json_route": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074227",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-sweet-chilli-and-sour-cream-potato-chips-130g-5017764005559-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074228",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074227&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074227",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle sweet chilli and sour cream potato chips 130g kettle 5017764005559 crisp 5017764005559 default blend lemon crisps hand cooked crisps sharing bags sweet and savoury 1074227 kettle sweet chilli and sour cream potato chips 130g 5017764005559 kettle https crisps biz product kettle sweet chilli and sour cream potato chips 130g crisps hand cooked crisps sharing bags sweet and savoury kettle sweet chilli and sour cream potato chips 130g no blend 130 3 6 2 7692307692308 mid lemon yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps sharing bags sweet and savoury crisps lemon mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0bed87fde4296e760d4fece958cb53f4df82b7fd47d503789c43a2321cf8eb12"
            }
        },
        {
            "product_id": "1074229",
            "name": "Kettle Lightly Salted Potato Chips, 130g",
            "brand": "Kettle",
            "brand_entities": [
                {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5017764128104",
            "sku": "CRISP-5017764128104",
            "slug": "kettle-lightly-salted-potato-chips-130g",
            "short_description": "A 130g sharing bag of Kettle Lightly Salted, thick, hand cooked potato chips with just three ingredients: potatoes, rapeseed and sunflower oils, and sea salt. The label suggests five servings and gives 494 kcal per 100g.The pack says the chips are suitable for vegans, carries a gluten free claim and says they are hand cooked in Norfolk with British potatoes. Nothing else is added to the bag.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
            "product_json_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/.json",
            "product_markdown_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074229",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.769230769230769,
                "weight_g": 130,
                "comparison_price_gbp": 2.769230769230769,
                "comparison_unit": "100g",
                "pack_label": "130g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.769230769230769,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
            "buy_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
            "human_purchase_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
            "buy_card_route": "https://crisps.biz/buy-card/kettle-lightly-salted-potato-chips-130g/",
            "buy_card_url": "https://crisps.biz/buy-card/kettle-lightly-salted-potato-chips-130g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kettle Lightly Salted Potato Chips, 130g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074230",
                "attachment_id": 1074230,
                "relative_upload_path": "2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30607,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074230",
                    "attachment_id": 1074230,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074230",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2130,
                    "name": "Kettle",
                    "slug": "kettle",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kettle/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074229",
                "same_brand_products": [
                    {
                        "product_id": "1074227",
                        "name": "Kettle Sweet Chilli and Sour Cream Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005559",
                        "sku": "CRISP-5017764005559",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074219",
                        "name": "Kettle Krinkle Aberdeen Angus Ribeye Steak and Peppercorn Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005474",
                        "sku": "CRISP-5017764005474",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-aberdeen-angus-ribeye-steak-and-peppercorn-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074221",
                        "name": "Kettle Krinkle Lightly Salted Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005498",
                        "sku": "CRISP-5017764005498",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-lightly-salted-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074223",
                        "name": "Kettle Krinkle Sea Salt and Balsamic Vinegar of Modena Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005511",
                        "sku": "CRISP-5017764005511",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sea-salt-and-balsamic-vinegar-of-modena-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074225",
                        "name": "Kettle Krinkle Sweet Chilli and Sour Cream Ridged Potato Chips, 130g",
                        "brand": "Kettle",
                        "gtin": "5017764005535",
                        "sku": "CRISP-5017764005535",
                        "canonical_product_url": "https://crisps.biz/product/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-krinkle-sweet-chilli-and-sour-cream-ridged-potato-chips-130g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074212",
                        "name": "Kettle Sweet Chilli and Sour Cream Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005177",
                        "sku": "CRISP-5017764005177",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sweet-chilli-and-sour-cream-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074214",
                        "name": "Kettle Mature Cheddar and Red Onion Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005184",
                        "sku": "CRISP-5017764005184",
                        "canonical_product_url": "https://crisps.biz/product/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-mature-cheddar-and-red-onion-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074217",
                        "name": "Kettle Sea Salt and Black Pepper Tortilla Chips, 140g",
                        "brand": "Kettle",
                        "gtin": "5017764005191",
                        "sku": "CRISP-5017764005191",
                        "canonical_product_url": "https://crisps.biz/product/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "checkout_url": "https://crisps.biz/buy/kettle-sea-salt-and-black-pepper-tortilla-chips-140g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074229",
                    "product_name": "Kettle Lightly Salted Potato Chips, 130g",
                    "gtin": "5017764128104",
                    "brand": "Kettle",
                    "product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                    "sub_type": "Crisps, Hand cooked crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "kettle-lightly-salted-potato-chips-130g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "130",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.7692307692308",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kettle",
                    "brand_slugs": [
                        "kettle"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074229",
                "product_json_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/.json",
                "product_markdown_route": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/.md",
                "checkout_url": "https://crisps.biz/buy/kettle-lightly-salted-potato-chips-130g/",
                "buy_card_route": "https://crisps.biz/buy-card/kettle-lightly-salted-potato-chips-130g/",
                "citation_anchor": "https://crisps.biz/product/kettle-lightly-salted-potato-chips-130g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074229",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kettle-lightly-salted-potato-chips-130g-5017764128104-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074230",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074229&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074229",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kettle lightly salted potato chips 130g kettle 5017764128104 crisp 5017764128104 default blend default crisps hand cooked crisps ready salted and sea salt sharing bags 1074229 kettle lightly salted potato chips 130g 5017764128104 kettle https crisps biz product kettle lightly salted potato chips 130g crisps hand cooked crisps ready salted and sea salt sharing bags kettle lightly salted potato chips 130g no blend 130 3 6 2 7692307692308 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kettle kettle crisps hand cooked crisps ready salted crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "85e34f372485c2d6436e197efa444c718c0a9466b48096458cb4559de844f65d"
            }
        },
        {
            "product_id": "1074231",
            "name": "Kingston's Spicy Cassava Chips, 80g",
            "brand": "Kingston's",
            "brand_entities": [
                {
                    "term_id": 2180,
                    "name": "Kingston's",
                    "slug": "kingstons",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kingstons/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Lentil, pulse and veg",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5020580162672",
            "sku": "CRISP-5020580162672",
            "slug": "kingstons-spicy-cassava-chips-80g",
            "short_description": "An 80g bag of Kingston's Spicy Cassava Chips: thin slices of cassava root, deep fried and seasoned with chilli, also known as mogo or yuca chips. Three ingredients: cassava, chilli seasoning and palm oil.No allergens are listed. The listing says the chips are vegan friendly and naturally gluten free. The label gives 452 kcal and 0.83g of salt per 100g; fat is amber and saturates are red on the front of pack scale.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/",
            "product_json_route": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/.json",
            "product_markdown_route": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074231",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.7500000000000004,
                "weight_g": 80,
                "comparison_price_gbp": 2.7500000000000004,
                "comparison_unit": "100g",
                "pack_label": "80g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 2.7500000000000004,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kingstons-spicy-cassava-chips-80g/",
            "buy_url": "https://crisps.biz/buy/kingstons-spicy-cassava-chips-80g/",
            "human_purchase_url": "https://crisps.biz/buy/kingstons-spicy-cassava-chips-80g/",
            "buy_card_route": "https://crisps.biz/buy-card/kingstons-spicy-cassava-chips-80g/",
            "buy_card_url": "https://crisps.biz/buy-card/kingstons-spicy-cassava-chips-80g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kingston's Spicy Cassava Chips, 80g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074232",
                "attachment_id": 1074232,
                "relative_upload_path": "2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 77369,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074232",
                    "attachment_id": 1074232,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074232",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2180,
                    "name": "Kingston's",
                    "slug": "kingstons",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kingstons/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074231",
                "same_brand_products": [
                    {
                        "product_id": "1074233",
                        "name": "Kingston's Salted Cassava Chips, 80g",
                        "brand": "Kingston's",
                        "gtin": "5020580162696",
                        "sku": "CRISP-5020580162696",
                        "canonical_product_url": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/",
                        "checkout_url": "https://crisps.biz/buy/kingstons-salted-cassava-chips-80g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074231",
                    "product_name": "Kingston's Spicy Cassava Chips, 80g",
                    "gtin": "5020580162672",
                    "brand": "Kingston's",
                    "product_url": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/",
                    "sub_type": "Crisps, Hot and spicy, Lentil, pulse and veg, Sharing bags",
                    "variant_or_style": "kingstons-spicy-cassava-chips-80g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "80",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "2.75",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kingston's",
                    "brand_slugs": [
                        "kingstons"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074231",
                "product_json_route": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/.json",
                "product_markdown_route": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/.md",
                "checkout_url": "https://crisps.biz/buy/kingstons-spicy-cassava-chips-80g/",
                "buy_card_route": "https://crisps.biz/buy-card/kingstons-spicy-cassava-chips-80g/",
                "citation_anchor": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074231",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-spicy-cassava-chips-80g-5020580162672-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074232",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074231&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074231",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kingston s spicy cassava chips 80g kingston s 5020580162672 crisp 5020580162672 default blend default crisps hot and spicy lentil pulse and veg sharing bags 1074231 kingston s spicy cassava chips 80g 5020580162672 kingston s https crisps biz product kingstons spicy cassava chips 80g crisps hot and spicy lentil pulse and veg sharing bags kingstons spicy cassava chips 80g no blend 80 2 2 2 75 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kingston s kingstons crisps spicy crisps lentil and veg crisps sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bf21a6fa6a5d44cd658ea4c72644058b3baa400e2686b76dc645b7ec3eb9d036"
            }
        },
        {
            "product_id": "1074233",
            "name": "Kingston's Salted Cassava Chips, 80g",
            "brand": "Kingston's",
            "brand_entities": [
                {
                    "term_id": 2180,
                    "name": "Kingston's",
                    "slug": "kingstons",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kingstons/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5020580162696",
            "sku": "CRISP-5020580162696",
            "slug": "kingstons-salted-cassava-chips-80g",
            "short_description": "An 80g bag of Kingston's Salted Cassava Chips: thin slices of cassava root, deep fried and lightly salted, also known as mogo or yuca chips. Three ingredients: cassava, salt and palm oil.No allergens are listed. The listing says the chips are vegan friendly and naturally gluten free. The label gives 458 kcal and 0.69g of salt per 100g; fat is amber and saturates are red on the front of pack scale.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/",
            "product_json_route": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/.json",
            "product_markdown_route": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074233",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.7500000000000004,
                "weight_g": 80,
                "comparison_price_gbp": 2.7500000000000004,
                "comparison_unit": "100g",
                "pack_label": "80g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 2.7500000000000004,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/kingstons-salted-cassava-chips-80g/",
            "buy_url": "https://crisps.biz/buy/kingstons-salted-cassava-chips-80g/",
            "human_purchase_url": "https://crisps.biz/buy/kingstons-salted-cassava-chips-80g/",
            "buy_card_route": "https://crisps.biz/buy-card/kingstons-salted-cassava-chips-80g/",
            "buy_card_url": "https://crisps.biz/buy-card/kingstons-salted-cassava-chips-80g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kingston's Salted Cassava Chips, 80g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074234",
                "attachment_id": 1074234,
                "relative_upload_path": "2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 85863,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074234",
                    "attachment_id": 1074234,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074234",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2180,
                    "name": "Kingston's",
                    "slug": "kingstons",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/kingstons/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074233",
                "same_brand_products": [
                    {
                        "product_id": "1074231",
                        "name": "Kingston's Spicy Cassava Chips, 80g",
                        "brand": "Kingston's",
                        "gtin": "5020580162672",
                        "sku": "CRISP-5020580162672",
                        "canonical_product_url": "https://crisps.biz/product/kingstons-spicy-cassava-chips-80g/",
                        "checkout_url": "https://crisps.biz/buy/kingstons-spicy-cassava-chips-80g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074233",
                    "product_name": "Kingston's Salted Cassava Chips, 80g",
                    "gtin": "5020580162696",
                    "brand": "Kingston's",
                    "product_url": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "kingstons-salted-cassava-chips-80g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "80",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "2.75",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kingston's",
                    "brand_slugs": [
                        "kingstons"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074233",
                "product_json_route": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/.json",
                "product_markdown_route": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/.md",
                "checkout_url": "https://crisps.biz/buy/kingstons-salted-cassava-chips-80g/",
                "buy_card_route": "https://crisps.biz/buy-card/kingstons-salted-cassava-chips-80g/",
                "citation_anchor": "https://crisps.biz/product/kingstons-salted-cassava-chips-80g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074233",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-kingstons-salted-cassava-chips-80g-5020580162696-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074234",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074233&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074233",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kingston s salted cassava chips 80g kingston s 5020580162696 crisp 5020580162696 default blend default crisps lentil pulse and veg ready salted and sea salt sharing bags 1074233 kingston s salted cassava chips 80g 5020580162696 kingston s https crisps biz product kingstons salted cassava chips 80g crisps lentil pulse and veg ready salted and sea salt sharing bags kingstons salted cassava chips 80g no blend 80 2 2 2 75 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kingston s kingstons crisps lentil and veg crisps ready salted crisps sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "84b0cf31b10ef2864271367e9da05d5e78fc2d9c245b6a689415741832c301a1"
            }
        },
        {
            "product_id": "1074235",
            "name": "Pipers Anglesey Sea Salt Crisps, 150g",
            "brand": "Pipers",
            "brand_entities": [
                {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5033060100040",
            "sku": "CRISP-5033060100040",
            "slug": "pipers-anglesey-sea-salt-crisps-150g",
            "short_description": "A 150g sharing bag of Pipers Anglesey Sea Salt: potato crisps made from three ingredients, potatoes, sunflower oil and Anglesey sea salt, which carries Protected Designation of Origin status. The label gives 532 kcal and 0.94g of salt per 100g, the least of the Pipers bags we stock.The pack says the crisps are suitable for vegans and vegetarians, with Vegetarian Society vegan approval, and gluten free. No allergens are highlighted in the ingredients.The pack says the salt is crystallised from the Menai Strait.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074235",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6666666666666665,
                "weight_g": 150,
                "comparison_price_gbp": 2.6666666666666665,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 2.6666666666666665,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/pipers-anglesey-sea-salt-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/pipers-anglesey-sea-salt-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pipers Anglesey Sea Salt Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074236",
                "attachment_id": 1074236,
                "relative_upload_path": "2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31813,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074236",
                    "attachment_id": 1074236,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074236",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074235",
                "same_brand_products": [
                    {
                        "product_id": "1074249",
                        "name": "Pipers Trealy Farm Chorizo Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100248",
                        "sku": "CRISP-5033060100248",
                        "canonical_product_url": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074254",
                        "name": "Pipers Atlas Mountains Wild Thyme and Rosemary Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100347",
                        "sku": "CRISP-5033060100347",
                        "canonical_product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074243",
                        "name": "Pipers Burrow Hill Cider Vinegar and Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100064",
                        "sku": "CRISP-5033060100064",
                        "canonical_product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074241",
                        "name": "Pipers Wyke Cheddar and Onion Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100057",
                        "sku": "CRISP-5033060100057",
                        "canonical_product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074235",
                    "product_name": "Pipers Anglesey Sea Salt Crisps, 150g",
                    "gtin": "5033060100040",
                    "brand": "Pipers",
                    "product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                    "sub_type": "Crisps, Potato crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "pipers-anglesey-sea-salt-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pipers",
                    "brand_slugs": [
                        "pipers"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 4,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074235",
                "product_json_route": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/pipers-anglesey-sea-salt-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074235",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-anglesey-sea-salt-crisps-150g-5033060100040-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074236",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074235&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074235",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pipers anglesey sea salt crisps 150g pipers 5033060100040 crisp 5033060100040 default blend default crisps potato crisps ready salted and sea salt sharing bags 1074235 pipers anglesey sea salt crisps 150g 5033060100040 pipers https crisps biz product pipers anglesey sea salt crisps 150g crisps potato crisps ready salted and sea salt sharing bags pipers anglesey sea salt crisps 150g no blend 150 4 2 6666666666667 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pipers pipers crisps potato crisps ready salted crisps sharing bags default mid 0 0 4 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "fbd3cba37b22cc7161b06bd9aff9ded4ee7d3bb3cfc3922cd4d05dc2220b67b3"
            }
        },
        {
            "product_id": "1074241",
            "name": "Pipers Wyke Cheddar and Onion Crisps, 150g",
            "brand": "Pipers",
            "brand_entities": [
                {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5033060100057",
            "sku": "CRISP-5033060100057",
            "slug": "pipers-wyke-cheddar-and-onion-crisps-150g",
            "short_description": "A 150g sharing bag of Pipers Wyke Cheddar and Onion: potato crisps fried in sunflower oil with a short seasoning of onion powder, cheese powder, sea salt, yeast extract powder, milk powder and a little sugar. The label gives 533 kcal and 1.6g of salt per 100g.The pack says the crisps are gluten free and suitable for vegetarians. There are no flavourings on the list at all; the cheese and onion come from the powders themselves.Milk is in the seasoning, in the cheese powder and the milk powder. The pack names the cheese as Wyke cheddar.Allergens. Contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074241",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6666666666666665,
                "weight_g": 150,
                "comparison_price_gbp": 2.6666666666666665,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 2.6666666666666665,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pipers Wyke Cheddar and Onion Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074242",
                "attachment_id": 1074242,
                "relative_upload_path": "2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27922,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074242",
                    "attachment_id": 1074242,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074242",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074241",
                "same_brand_products": [
                    {
                        "product_id": "1074249",
                        "name": "Pipers Trealy Farm Chorizo Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100248",
                        "sku": "CRISP-5033060100248",
                        "canonical_product_url": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074254",
                        "name": "Pipers Atlas Mountains Wild Thyme and Rosemary Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100347",
                        "sku": "CRISP-5033060100347",
                        "canonical_product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074243",
                        "name": "Pipers Burrow Hill Cider Vinegar and Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100064",
                        "sku": "CRISP-5033060100064",
                        "canonical_product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074235",
                        "name": "Pipers Anglesey Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100040",
                        "sku": "CRISP-5033060100040",
                        "canonical_product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "gtin": "5033060100057",
                    "brand": "Pipers",
                    "product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
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                    "variant_or_style": "pipers-wyke-cheddar-and-onion-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
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                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pipers",
                    "brand_slugs": [
                        "pipers"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 4,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074241",
                "product_json_route": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/pipers-wyke-cheddar-and-onion-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074241",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-wyke-cheddar-and-onion-crisps-150g-5033060100057-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074242",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074241&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074241",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "229bf7d28eec2c689e87168488c41b26069c4e498b5b2412345ebdb276bcacff"
            }
        },
        {
            "product_id": "1074243",
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            "brand": "Pipers",
            "brand_entities": [
                {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
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                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2101,
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                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
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                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/.md",
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            "price_per_100g_gbp": 2.6666666666666665,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
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            "buy_card_url": "https://crisps.biz/buy-card/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g-5033060100064-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g-5033060100064-front-of-pack-600x600.avif",
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                "filename": "www-crisps-biz-pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g-5033060100064-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33619,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074244",
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                    "source": {
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                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g-5033060100064-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074244",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
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                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074243",
                "same_brand_products": [
                    {
                        "product_id": "1074249",
                        "name": "Pipers Trealy Farm Chorizo Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100248",
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                        "canonical_product_url": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "canonical_product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074241",
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                        "brand": "Pipers",
                        "gtin": "5033060100057",
                        "sku": "CRISP-5033060100057",
                        "canonical_product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "canonical_product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    }
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                            "note": null,
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                        }
                    },
                    {
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074243",
                    "product_name": "Pipers Burrow Hill Cider Vinegar and Sea Salt Crisps, 150g",
                    "gtin": "5033060100064",
                    "brand": "Pipers",
                    "product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                    "sub_type": "Crisps, Potato crisps, Salt and vinegar, Sharing bags",
                    "variant_or_style": "pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "mid",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pipers",
                    "brand_slugs": [
                        "pipers"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 4,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074243",
                "product_json_route": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074243",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g-5033060100064-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074244",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074243&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074243",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "intensity",
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                    "sweetness",
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                    "mouthfeel",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
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                },
                {
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                },
                {
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                    "taxonomy": "product_cat",
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                },
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                    "taxonomy": "product_cat",
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            "product_json_route": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/.md",
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            },
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            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/pipers-trealy-farm-chorizo-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/pipers-trealy-farm-chorizo-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                    "visual_family_id": "wp-attachment-1074250",
                    "attachment_id": 1074250,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-trealy-farm-chorizo-crisps-150g-5033060100248-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-trealy-farm-chorizo-crisps-150g-5033060100248-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074250",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074249",
                "same_brand_products": [
                    {
                        "product_id": "1074254",
                        "name": "Pipers Atlas Mountains Wild Thyme and Rosemary Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100347",
                        "sku": "CRISP-5033060100347",
                        "canonical_product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074243",
                        "name": "Pipers Burrow Hill Cider Vinegar and Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100064",
                        "sku": "CRISP-5033060100064",
                        "canonical_product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074241",
                        "name": "Pipers Wyke Cheddar and Onion Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100057",
                        "sku": "CRISP-5033060100057",
                        "canonical_product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074235",
                        "name": "Pipers Anglesey Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100040",
                        "sku": "CRISP-5033060100040",
                        "canonical_product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074249",
                    "product_name": "Pipers Trealy Farm Chorizo Crisps, 150g",
                    "gtin": "5033060100248",
                    "brand": "Pipers",
                    "product_url": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                    "sub_type": "Crisps, Meaty, Potato crisps, Sharing bags",
                    "variant_or_style": "pipers-trealy-farm-chorizo-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pipers",
                    "brand_slugs": [
                        "pipers"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 4,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074249",
                "product_json_route": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/pipers-trealy-farm-chorizo-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074249",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-trealy-farm-chorizo-crisps-150g-5033060100248-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074250",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074249&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074249",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pipers trealy farm chorizo crisps 150g pipers 5033060100248 crisp 5033060100248 default blend default crisps meaty potato crisps sharing bags 1074249 pipers trealy farm chorizo crisps 150g 5033060100248 pipers https crisps biz product pipers trealy farm chorizo crisps 150g crisps meaty potato crisps sharing bags pipers trealy farm chorizo crisps 150g no blend 150 4 2 6666666666667 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pipers pipers crisps meaty crisps potato crisps sharing bags default mid 0 0 4 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e0b6852e2980969860280d3e8cfc9f796fd332e7f71d37918f5e05b073fd415b"
            }
        },
        {
            "product_id": "1074254",
            "name": "Pipers Atlas Mountains Wild Thyme and Rosemary Crisps, 150g",
            "brand": "Pipers",
            "brand_entities": [
                {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5033060100347",
            "sku": "CRISP-5033060100347",
            "slug": "pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g",
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            "canonical_product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074254",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6666666666666665,
                "weight_g": 150,
                "comparison_price_gbp": 2.6666666666666665,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 2.6666666666666665,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pipers Atlas Mountains Wild Thyme and Rosemary Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074255",
                "attachment_id": 1074255,
                "relative_upload_path": "2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31429,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074255",
                    "attachment_id": 1074255,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074255",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "Atlas Mountains",
                "flavour_notes": "lemon",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "Atlas Mountains",
            "flavour_notes": "lemon",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2182,
                    "name": "Pipers",
                    "slug": "pipers",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pipers/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074254",
                "same_brand_products": [
                    {
                        "product_id": "1074249",
                        "name": "Pipers Trealy Farm Chorizo Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100248",
                        "sku": "CRISP-5033060100248",
                        "canonical_product_url": "https://crisps.biz/product/pipers-trealy-farm-chorizo-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-trealy-farm-chorizo-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074243",
                        "name": "Pipers Burrow Hill Cider Vinegar and Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100064",
                        "sku": "CRISP-5033060100064",
                        "canonical_product_url": "https://crisps.biz/product/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-burrow-hill-cider-vinegar-and-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074241",
                        "name": "Pipers Wyke Cheddar and Onion Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100057",
                        "sku": "CRISP-5033060100057",
                        "canonical_product_url": "https://crisps.biz/product/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-wyke-cheddar-and-onion-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074235",
                        "name": "Pipers Anglesey Sea Salt Crisps, 150g",
                        "brand": "Pipers",
                        "gtin": "5033060100040",
                        "sku": "CRISP-5033060100040",
                        "canonical_product_url": "https://crisps.biz/product/pipers-anglesey-sea-salt-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/pipers-anglesey-sea-salt-crisps-150g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074254",
                    "product_name": "Pipers Atlas Mountains Wild Thyme and Rosemary Crisps, 150g",
                    "gtin": "5033060100347",
                    "brand": "Pipers",
                    "product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                    "sub_type": "Crisps, Herby and deli, Potato crisps, Sharing bags",
                    "variant_or_style": "pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g",
                    "single_origin": "yes",
                    "country_of_origin": "Atlas Mountains",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "lemon",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pipers",
                    "brand_slugs": [
                        "pipers"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "lemon"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 4,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074254",
                "product_json_route": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074254",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pipers-atlas-mountains-wild-thyme-and-rosemary-crisps-150g-5033060100347-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074255",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074254&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074254",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pipers atlas mountains wild thyme and rosemary crisps 150g pipers 5033060100347 crisp 5033060100347 default atlas mountains lemon crisps herby and deli potato crisps sharing bags 1074254 pipers atlas mountains wild thyme and rosemary crisps 150g 5033060100347 pipers https crisps biz product pipers atlas mountains wild thyme and rosemary crisps 150g crisps herby and deli potato crisps sharing bags pipers atlas mountains wild thyme and rosemary crisps 150g yes atlas mountains 150 4 2 6666666666667 mid lemon yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pipers pipers crisps deli flavour crisps potato crisps sharing bags lemon mid 0 0 4 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ad826f125c9bd7b22ef8747d3645adce397ac4b9a9fef927e57fa252c9eae593"
            }
        },
        {
            "product_id": "1074260",
            "name": "Burts Lightly Sea Salted Crisps, 150g",
            "brand": "Burts",
            "brand_entities": [
                {
                    "term_id": 2183,
                    "name": "Burts",
                    "slug": "burts",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/burts/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5034709001353",
            "sku": "CRISP-5034709001353",
            "slug": "burts-lightly-sea-salted-crisps-150g",
            "short_description": "A 150g sharing bag of Burts Lightly Sea Salted: thick cut, hand cooked British potato chips made from three ingredients, potatoes, rapeseed oil and sea salt. The label gives 539 kcal and 0.36g of salt per 100g.The pack says the chips are suitable for vegetarians and vegans and gluten free, with no artificial flavours, colours or added MSG.No allergens are on the ingredient list, and the published listing gives no may contain advice.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074260",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
                "weight_g": 150,
                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/burts-lightly-sea-salted-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/burts-lightly-sea-salted-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/burts-lightly-sea-salted-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/burts-lightly-sea-salted-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/burts-lightly-sea-salted-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Burts Lightly Sea Salted Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074261",
                "attachment_id": 1074261,
                "relative_upload_path": "2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33481,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074261",
                    "attachment_id": 1074261,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074261",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2183,
                    "name": "Burts",
                    "slug": "burts",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/burts/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074260",
                "same_brand_products": [
                    {
                        "product_id": "1074262",
                        "name": "Burts Devon Roast Beef Crisps, 150g",
                        "brand": "Burts",
                        "gtin": "5034709004842",
                        "sku": "CRISP-5034709004842",
                        "canonical_product_url": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/burts-devon-roast-beef-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
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                    "contains_gluten"
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                    "product_url": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/",
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                    "variant_or_style": "burts-lightly-sea-salted-crisps-150g",
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                    "country_of_origin": "blend",
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                    "mouthfeel": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "occasion_tags": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Burts",
                    "brand_slugs": [
                        "burts"
                    ],
                    "category_slugs": [
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                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
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                    "focus_friendly": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
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                    "flavour_notes": [
                        "default"
                    ],
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                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074260",
                "product_json_route": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/burts-lightly-sea-salted-crisps-150g/",
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                "citation_anchor": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074260",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-burts-lightly-sea-salted-crisps-150g-5034709001353-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                    "servings_per_pack",
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                    "product_truth_endpoint",
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                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
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                "rating_scale": "0-5",
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "identifier_priority_used": "agent_index",
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                    "recipe_post_meta",
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                "rich_payload_mode": "one_call_product_truth_bundle",
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                    "gtin",
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                    "stock_status",
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            "buy_url": "https://crisps.biz/buy/burts-devon-roast-beef-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/burts-devon-roast-beef-crisps-150g/",
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                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074263",
                    "attachment_id": 1074263,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-burts-devon-roast-beef-crisps-150g-5034709004842-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-burts-devon-roast-beef-crisps-150g-5034709004842-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074263",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.organic.sustainability": {
                        "claim_type": "sustainability",
                        "risk_level": "medium",
                        "evidence_strength": "brand_or_certification_provenance",
                        "allowed_wording": [
                            "Organic, ethical or sustainability statements must be tied to brand/certification evidence or phrased as positioning."
                        ],
                        "disallowed_wording": [
                            "proven healthier",
                            "zero impact",
                            "fully sustainable"
                        ],
                        "maps_live_strings": [
                            "compostable",
                            "plastic-free",
                            "plastic free",
                            "B Corp",
                            "Rainforest Alliance",
                            "FSC",
                            "Fairtrade"
                        ],
                        "governance_note": "Certification and packaging claims require brand/certification provenance and should avoid absolute disposal guarantees.",
                        "allowed_surfaces": [
                            "brand",
                            "wiki",
                            "product"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.organic.sustainability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2183,
                    "name": "Burts",
                    "slug": "burts",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/burts/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074262",
                "same_brand_products": [
                    {
                        "product_id": "1074260",
                        "name": "Burts Lightly Sea Salted Crisps, 150g",
                        "brand": "Burts",
                        "gtin": "5034709001353",
                        "sku": "CRISP-5034709001353",
                        "canonical_product_url": "https://crisps.biz/product/burts-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/burts-lightly-sea-salted-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 52,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074262",
                    "product_name": "Burts Devon Roast Beef Crisps, 150g",
                    "gtin": "5034709004842",
                    "brand": "Burts",
                    "product_url": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/",
                    "sub_type": "Crisps, Hand cooked crisps, Meaty, Sharing bags",
                    "variant_or_style": "burts-devon-roast-beef-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "1.8666666666667",
                    "price_tier": "budget",
                    "organic": "yes",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "derived_runtime",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Burts",
                    "brand_slugs": [
                        "burts"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "meaty-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "yes",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074262",
                "product_json_route": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/burts-devon-roast-beef-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/burts-devon-roast-beef-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/burts-devon-roast-beef-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074262",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-burts-devon-roast-beef-crisps-150g-5034709004842-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074263",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074262&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074262",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 52,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " burts devon roast beef crisps 150g burts 5034709004842 crisp 5034709004842 default blend default crisps hand cooked crisps meaty sharing bags 1074262 burts devon roast beef crisps 150g 5034709004842 burts https crisps biz product burts devon roast beef crisps 150g crisps hand cooked crisps meaty sharing bags burts devon roast beef crisps 150g no blend 150 2 8 1 8666666666667 budget yes default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 burts burts crisps hand cooked crisps meaty crisps sharing bags yes default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "6492f2434001568f0eaee98bf3a743f4d3bd5e244461d5bf431246fb271fdb09"
            }
        },
        {
            "product_id": "1074264",
            "name": "Real Handcooked Roast Ox Crisps, 150g",
            "brand": "Real",
            "brand_entities": [
                {
                    "term_id": 2184,
                    "name": "Real",
                    "slug": "real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/real/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Meaty",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5035336002126",
            "sku": "CRISP-5035336002126",
            "slug": "real-handcooked-roast-ox-crisps-150g",
            "short_description": "A 150g sharing bag of Real Handcooked Roast Ox: hand cooked potato crisps fried in rapeseed and sunflower oils, with a roast ox seasoning of yeast extract, lactose, flavourings, onion, garlic and a touch of black pepper and cayenne. There is no meat on the list. The label gives 496 kcal and 1.37g of salt per 100g.The pack says the crisps are suitable for vegetarians and gluten free, with no added MSG, and made with British and Irish potatoes.Milk, soya and celery are in the seasoning, and the published listing gives no may contain advice.Allergens. Contains celery, milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074264",
            "price": "2.60",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7333333333333334,
                "weight_g": 150,
                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/real-handcooked-roast-ox-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/real-handcooked-roast-ox-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/real-handcooked-roast-ox-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/real-handcooked-roast-ox-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/real-handcooked-roast-ox-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Real Handcooked Roast Ox Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074265",
                "attachment_id": 1074265,
                "relative_upload_path": "2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31317,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074265",
                    "attachment_id": 1074265,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074265",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2184,
                    "name": "Real",
                    "slug": "real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074264",
                "same_brand_products": [
                    {
                        "product_id": "1074266",
                        "name": "Real Handcooked Strong Cheese and Onion Potato Crisps, 150g",
                        "brand": "Real",
                        "gtin": "5035336002843",
                        "sku": "CRISP-5035336002843",
                        "canonical_product_url": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074264",
                    "product_name": "Real Handcooked Roast Ox Crisps, 150g",
                    "gtin": "5035336002126",
                    "brand": "Real",
                    "product_url": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/",
                    "sub_type": "Crisps, Hand cooked crisps, Meaty, Sharing bags",
                    "variant_or_style": "real-handcooked-roast-ox-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Real",
                    "brand_slugs": [
                        "real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "meaty-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074264",
                "product_json_route": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/real-handcooked-roast-ox-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/real-handcooked-roast-ox-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074264",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-roast-ox-crisps-150g-5035336002126-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074265",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074264&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074264",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " real handcooked roast ox crisps 150g real 5035336002126 crisp 5035336002126 default blend default crisps hand cooked crisps meaty sharing bags 1074264 real handcooked roast ox crisps 150g 5035336002126 real https crisps biz product real handcooked roast ox crisps 150g crisps hand cooked crisps meaty sharing bags real handcooked roast ox crisps 150g no blend 150 2 6 1 7333333333333 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 real real crisps hand cooked crisps meaty crisps sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d63ee7acf15bc7ebb08178446120f34b144a3de5dad8b4f34ee934ee416d41e0"
            }
        },
        {
            "product_id": "1074266",
            "name": "Real Handcooked Strong Cheese and Onion Potato Crisps, 150g",
            "brand": "Real",
            "brand_entities": [
                {
                    "term_id": 2184,
                    "name": "Real",
                    "slug": "real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/real/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Hand cooked crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5035336002843",
            "sku": "CRISP-5035336002843",
            "slug": "real-handcooked-strong-cheese-and-onion-potato-crisps-150g",
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            "canonical_product_url": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/.md",
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                "price_source": "woocommerce_current_price",
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            "price_per_100g_gbp": 1.7333333333333334,
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            "availability": "https://schema.org/InStock",
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack.jpg.json",
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                "filename": "www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32671,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
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                },
                "image_truth": {
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                        "authority": "crisps Image Estate Authority",
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                    "visual_family_id": "wp-attachment-1074267",
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                        "height": 800,
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                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack-600x600.avif",
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                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074267",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
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                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "name": "Real",
                    "slug": "real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/real/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
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                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074266",
                "same_brand_products": [
                    {
                        "product_id": "1074264",
                        "name": "Real Handcooked Roast Ox Crisps, 150g",
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                        "gtin": "5035336002126",
                        "sku": "CRISP-5035336002126",
                        "canonical_product_url": "https://crisps.biz/product/real-handcooked-roast-ox-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/real-handcooked-roast-ox-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                        "name": "Torres Black Truffle Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "curator_opinion": {
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
                    {
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074266",
                    "product_name": "Real Handcooked Strong Cheese and Onion Potato Crisps, 150g",
                    "gtin": "5035336002843",
                    "brand": "Real",
                    "product_url": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                    "sub_type": "Cheese and onion, Crisps, Hand cooked crisps, Sharing bags",
                    "variant_or_style": "real-handcooked-strong-cheese-and-onion-potato-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Real",
                    "brand_slugs": [
                        "real"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "hand-cooked-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074266",
                "product_json_route": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/real-handcooked-strong-cheese-and-onion-potato-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074266",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-real-handcooked-strong-cheese-and-onion-potato-crisps-150g-5035336002843-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074267",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074266&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074266",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " real handcooked strong cheese and onion potato crisps 150g real 5035336002843 crisp 5035336002843 default blend default cheese and onion crisps hand cooked crisps sharing bags 1074266 real handcooked strong cheese and onion potato crisps 150g 5035336002843 real https crisps biz product real handcooked strong cheese and onion potato crisps 150g cheese and onion crisps hand cooked crisps sharing bags real handcooked strong cheese and onion potato crisps 150g no blend 150 2 6 1 7333333333333 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 real real cheese and onion crisps crisps hand cooked crisps sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bdaecc3cd2060ef64a9dfcf909af1f9e67246b40c05f88262d53f51e63238c40"
            }
        },
        {
            "product_id": "1074269",
            "name": "Taylors Sea Salt Potato Crisps, 150g",
            "brand": "Taylors",
            "brand_entities": [
                {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "sku": "CRISP-5039378004773",
            "slug": "taylors-sea-salt-potato-crisps-150g",
            "short_description": "A 150g sharing bag of Taylors Sea Salt, extra thick cut potato crisps made from three ingredients: potatoes, high oleic sunflower oil and sea salt. The pack gives 152 kcal and 0.33g of salt for each 30g serving and suggests five servings.The pack says the crisps are suitable for vegans. No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten and milk, and there is no gluten free claim.With only sea salt on the slice, the taste is the potato and the thick, sturdy crunch. At 1.1g of salt per 100g, this is saltier than the Taylors Lightly Sea Salted Ridge Cut, and it suits a cheeseboard, a sandwich lunch or a bowl beside a dip.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074269",
            "price": "2.60",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7333333333333334,
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                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/taylors-sea-salt-potato-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/taylors-sea-salt-potato-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Taylors Sea Salt Potato Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074270",
                "attachment_id": 1074270,
                "relative_upload_path": "2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35014,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074270",
                    "attachment_id": 1074270,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074270",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074269",
                "same_brand_products": [
                    {
                        "product_id": "1074279",
                        "name": "Taylors Blazin BBQ Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378006845",
                        "sku": "CRISP-5039378006845",
                        "canonical_product_url": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-blazin-bbq-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074271",
                        "name": "Taylors Sea Salt and Vinegar Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004797",
                        "sku": "CRISP-5039378004797",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074273",
                        "name": "Taylors Mature Cheddar and Onion Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004810",
                        "sku": "CRISP-5039378004810",
                        "canonical_product_url": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074275",
                        "name": "Taylors Lightly Sea Salted Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378005015",
                        "sku": "CRISP-5039378005015",
                        "canonical_product_url": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074277",
                        "name": "Taylors Chip Shop Curry Sauce Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378006807",
                        "sku": "CRISP-5039378006807",
                        "canonical_product_url": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074269",
                    "product_name": "Taylors Sea Salt Potato Crisps, 150g",
                    "gtin": "5039378004773",
                    "brand": "Taylors",
                    "product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                    "sub_type": "Crisps, Potato crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "taylors-sea-salt-potato-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Taylors",
                    "brand_slugs": [
                        "taylors"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074269",
                "product_json_route": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/taylors-sea-salt-potato-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074269",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-potato-crisps-150g-5039378004773-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074270",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074269&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074269",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " taylors sea salt potato crisps 150g taylors 5039378004773 crisp 5039378004773 default blend default crisps potato crisps ready salted and sea salt sharing bags 1074269 taylors sea salt potato crisps 150g 5039378004773 taylors https crisps biz product taylors sea salt potato crisps 150g crisps potato crisps ready salted and sea salt sharing bags taylors sea salt potato crisps 150g no blend 150 2 6 1 7333333333333 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 taylors taylors crisps potato crisps ready salted crisps sharing bags default budget 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "84812f5397f813b631effe03512c202f84327d06c03eddf3bf1d74b2215cee5c"
            }
        },
        {
            "product_id": "1074271",
            "name": "Taylors Sea Salt and Vinegar Potato Crisps, 150g",
            "brand": "Taylors",
            "brand_entities": [
                {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "sku": "CRISP-5039378004797",
            "slug": "taylors-sea-salt-and-vinegar-potato-crisps-150g",
            "short_description": "A 150g sharing bag of Taylors Sea Salt and Vinegar, thick cut potato crisps seasoned with sea salt, spirit vinegar powder and citric and malic acid. The label gives 146 kcal and 0.33g of salt for each 30g serving and suggests five servings.The pack says the crisps are cut extra thick and are suitable for vegans. No allergens are highlighted in the ingredients, but the allergy advice says they may contain cereals containing gluten and milk, and there is no gluten free claim.The oil is high oleic sunflower oil, and the vinegar is spirit vinegar rather than malt, so no barley is on the list.Allergens. No allergens are highlighted in the published ingredients; may contain cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074271",
            "price": "2.80",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
                "weight_g": 150,
                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Taylors Sea Salt and Vinegar Potato Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074272",
                "attachment_id": 1074272,
                "relative_upload_path": "2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38686,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074272",
                    "attachment_id": 1074272,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074272",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074271",
                "same_brand_products": [
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                        "name": "Taylors Blazin BBQ Potato Crisps, 150g",
                        "brand": "Taylors",
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                        "sku": "CRISP-5039378006845",
                        "canonical_product_url": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-blazin-bbq-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074273",
                        "name": "Taylors Mature Cheddar and Onion Potato Crisps, 150g",
                        "brand": "Taylors",
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                        "sku": "CRISP-5039378004810",
                        "canonical_product_url": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074275",
                        "name": "Taylors Lightly Sea Salted Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378005015",
                        "sku": "CRISP-5039378005015",
                        "canonical_product_url": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Taylors Chip Shop Curry Sauce Ridge Cut Potato Crisps, 150g",
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                        "canonical_product_url": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074269",
                        "name": "Taylors Sea Salt Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004773",
                        "sku": "CRISP-5039378004773",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "gtin": "8426944001071",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
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                    "variant_or_style": "taylors-sea-salt-and-vinegar-potato-crisps-150g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "1.8666666666667",
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                    "kosher": "",
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                    "sweetness": "",
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                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Taylors",
                    "brand_slugs": [
                        "taylors"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074271",
                "product_json_route": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074271",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-sea-salt-and-vinegar-potato-crisps-150g-5039378004797-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074272",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074271&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074271",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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            }
        },
        {
            "product_id": "1074273",
            "name": "Taylors Mature Cheddar and Onion Potato Crisps, 150g",
            "brand": "Taylors",
            "brand_entities": [
                {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                }
            ],
            "categories": [
                "Cheese and onion",
                "Crisps",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2102,
                    "name": "Cheese and onion",
                    "slug": "cheese-and-onion-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "sku": "CRISP-5039378004810",
            "slug": "taylors-mature-cheddar-and-onion-potato-crisps-150g",
            "short_description": "A 150g sharing bag of Taylors Mature Cheddar and Onion, thick cut potato crisps seasoned with whey, onion, mature cheddar cheese powder, yeast and a little parsley. The label suggests five 30g servings, at 146 kcal and 0.4g of salt each.The pack says the crisps are cut extra thick, for a thick cut crunch, and are suitable for vegetarians. Milk is in the seasoning, in the whey and the cheese, and the allergy advice says they may contain cereals containing gluten.The oil is high oleic sunflower oil. At 1.3g of salt per 100g, this is the saltiest of the Taylors bags we stock, though still amber on the front of pack scale.Allergens. Contains milk; may contain cereals containing gluten. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074273",
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            "regular_price_gbp": 3.25,
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                "version": 1,
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                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Taylors Mature Cheddar and Onion Potato Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074274",
                "attachment_id": 1074274,
                "relative_upload_path": "2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35325,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074274",
                    "attachment_id": 1074274,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-mature-cheddar-and-onion-potato-crisps-150g-5039378004810-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074274",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074273",
                "same_brand_products": [
                    {
                        "product_id": "1074279",
                        "name": "Taylors Blazin BBQ Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378006845",
                        "sku": "CRISP-5039378006845",
                        "canonical_product_url": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-blazin-bbq-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074271",
                        "name": "Taylors Sea Salt and Vinegar Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004797",
                        "sku": "CRISP-5039378004797",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074275",
                        "name": "Taylors Lightly Sea Salted Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378005015",
                        "sku": "CRISP-5039378005015",
                        "canonical_product_url": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074277",
                        "name": "Taylors Chip Shop Curry Sauce Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378006807",
                        "sku": "CRISP-5039378006807",
                        "canonical_product_url": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074269",
                        "name": "Taylors Sea Salt Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004773",
                        "sku": "CRISP-5039378004773",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Taylors",
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                        "taylors"
                    ],
                    "category_slugs": [
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                "ranking_boosts": {
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                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
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                "product_markdown_route": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
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                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074273",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
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                    "product_truth_endpoint",
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                    "canonical_image_url",
                    "checkout_url"
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            "identifier_priority_used": "agent_index",
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            },
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            "name": "Taylors Lightly Sea Salted Ridge Cut Potato Crisps, 150g",
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                },
                {
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                },
                {
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            "slug": "taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g",
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            "buy_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                    "webp": {
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                    "avif": {
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                    "preferred": {
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                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
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                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
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                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
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                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074276",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
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                "unit_count": null,
                "unit_type": null
            },
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            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
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                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
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                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
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                        "resolution_status": "loaded_from_claim_policy_contract"
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                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
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                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
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                        "policy_source": "loaded_from_claim_policy_contract",
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                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
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                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                },
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                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
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                    },
                    {
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                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074275",
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                        "name": "Taylors Blazin BBQ Potato Crisps, 150g",
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                        }
                    },
                    {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "note": null,
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                            "note": null,
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                        }
                    },
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                            "rating_scale": "0-5",
                            "note": null,
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                    }
                ],
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                            "source": "crisps.biz curator rating",
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                    },
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                            "rating_scale": "0-5",
                            "note": null,
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
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                    "format": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "brand_slugs": [
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
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                }
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                "product_markdown_route": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
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                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
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            "identifier_priority_used": "agent_index",
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g-5039378006807-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074278",
                "attachment_id": 1074278,
                "relative_upload_path": "2026/09/www-crisps-biz-taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g-5039378006807-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g-5039378006807-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42194,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074278",
                    "attachment_id": 1074278,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g-5039378006807-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g-5039378006807-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074278",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "fennel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "fennel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074277",
                "same_brand_products": [
                    {
                        "product_id": "1074279",
                        "name": "Taylors Blazin BBQ Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378006845",
                        "sku": "CRISP-5039378006845",
                        "canonical_product_url": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-blazin-bbq-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074271",
                        "name": "Taylors Sea Salt and Vinegar Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004797",
                        "sku": "CRISP-5039378004797",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074273",
                        "name": "Taylors Mature Cheddar and Onion Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004810",
                        "sku": "CRISP-5039378004810",
                        "canonical_product_url": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074275",
                        "name": "Taylors Lightly Sea Salted Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378005015",
                        "sku": "CRISP-5039378005015",
                        "canonical_product_url": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074269",
                        "name": "Taylors Sea Salt Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004773",
                        "sku": "CRISP-5039378004773",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
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                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
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                    "mouthfeel": "",
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                    "stock_level": "instock",
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                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "occasion_tags": "missing_pending_catalogue_csv",
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                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                "schema_version": "search-facets-2026-06-17",
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                    "brand_slugs": [
                        "taylors"
                    ],
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                        "crisps",
                        "deli-flavour-crisps",
                        "potato-crisps",
                        "sharing-bags"
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                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "fennel"
                    ],
                    "intensity": "",
                    "body": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
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                    "linked_wiki_topic_count": 0,
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                    "same_category_count": 8
                }
            },
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                "product_json_route": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074277",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g-5039378006807-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074277",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
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                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
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                ],
                "required_resource_links": [
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
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                    "catalogue_audit_product_meta_when_imported",
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                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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            ],
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                {
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                },
                {
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                    "webp": {
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                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
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                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
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                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2185,
                    "name": "Taylors",
                    "slug": "taylors",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/taylors/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074279",
                "same_brand_products": [
                    {
                        "product_id": "1074271",
                        "name": "Taylors Sea Salt and Vinegar Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004797",
                        "sku": "CRISP-5039378004797",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-and-vinegar-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074273",
                        "name": "Taylors Mature Cheddar and Onion Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004810",
                        "sku": "CRISP-5039378004810",
                        "canonical_product_url": "https://crisps.biz/product/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-mature-cheddar-and-onion-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074275",
                        "name": "Taylors Lightly Sea Salted Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378005015",
                        "sku": "CRISP-5039378005015",
                        "canonical_product_url": "https://crisps.biz/product/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-lightly-sea-salted-ridge-cut-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074277",
                        "name": "Taylors Chip Shop Curry Sauce Ridge Cut Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378006807",
                        "sku": "CRISP-5039378006807",
                        "canonical_product_url": "https://crisps.biz/product/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-chip-shop-curry-sauce-ridge-cut-potato-crisps-150g/",
                        "price": "2.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074269",
                        "name": "Taylors Sea Salt Potato Crisps, 150g",
                        "brand": "Taylors",
                        "gtin": "5039378004773",
                        "sku": "CRISP-5039378004773",
                        "canonical_product_url": "https://crisps.biz/product/taylors-sea-salt-potato-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/taylors-sea-salt-potato-crisps-150g/",
                        "price": "2.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Taylors Blazin BBQ Potato Crisps, 150g",
                    "gtin": "5039378006845",
                    "brand": "Taylors",
                    "product_url": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                    "sub_type": "Crisps, Potato crisps, Sharing bags, Sweet and savoury",
                    "variant_or_style": "taylors-blazin-bbq-potato-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7333333333333",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Taylors",
                    "brand_slugs": [
                        "taylors"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 5,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074279",
                "product_json_route": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/taylors-blazin-bbq-potato-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/taylors-blazin-bbq-potato-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/taylors-blazin-bbq-potato-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074279",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-taylors-blazin-bbq-potato-crisps-150g-5039378006845-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074280",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074279&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074279",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " taylors blazin bbq potato crisps 150g taylors 5039378006845 crisp 5039378006845 default blend default crisps potato crisps sharing bags sweet and savoury 1074279 taylors blazin bbq potato crisps 150g 5039378006845 taylors https crisps biz product taylors blazin bbq potato crisps 150g crisps potato crisps sharing bags sweet and savoury taylors blazin bbq potato crisps 150g no blend 150 2 6 1 7333333333333 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 taylors taylors crisps potato crisps sharing bags sweet and savoury crisps default budget 0 0 5 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "94fb061d670f096c7eddf7a978bccc1bf8f83a77395768d667cc63a7bca0af7a"
            }
        },
        {
            "product_id": "1074281",
            "name": "Pringles Original Crisps, 40g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5053990107339",
            "sku": "CRISP-5053990107339",
            "slug": "pringles-original-crisps-40g",
            "short_description": "A 40g tube of Pringles Original, the plain stackable crisp in a single serving size. Worked out from the label's per 100g values, the tube comes to about 212 kcal and 0.4g of salt.The ingredients are dehydrated potatoes, sunflower oil, wheat, corn and rice flours, maltodextrin, an emulsifier, salt and a colour. The pack says the crisps are suitable for vegans; wheat flour means they contain gluten, and the allergy advice says they may contain milk and soya.Allergens. Contains cereals containing gluten; may contain milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-40g/",
            "product_json_route": "https://crisps.biz/product/pringles-original-crisps-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-original-crisps-40g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074281",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5,
                "weight_g": 40,
                "comparison_price_gbp": 5,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-40g/",
            "buy_url": "https://crisps.biz/buy/pringles-original-crisps-40g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-original-crisps-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-original-crisps-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-original-crisps-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Original Crisps, 40g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074282",
                "attachment_id": 1074282,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42558,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074282",
                    "attachment_id": 1074282,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074282",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-original-crisps-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074281",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074281",
                    "product_name": "Pringles Original Crisps, 40g",
                    "gtin": "5053990107339",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-original-crisps-40g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-original-crisps-40g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "40",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "5",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-40g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074281",
                "product_json_route": "https://crisps.biz/product/pringles-original-crisps-40g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-original-crisps-40g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-40g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-original-crisps-40g/",
                "citation_anchor": "https://crisps.biz/product/pringles-original-crisps-40g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074281",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-40g-5053990107339-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074282",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074281&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074281",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles original crisps 40g pringles 5053990107339 crisp 5053990107339 default blend default crisps ready salted and sea salt stacked crisps tubes and caddies 1074281 pringles original crisps 40g 5053990107339 pringles https crisps biz product pringles original crisps 40g crisps ready salted and sea salt stacked crisps tubes and caddies pringles original crisps 40g no blend 40 2 5 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps ready salted crisps stacked crisps tubes and caddies default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "9105f4664af738c47270a3dbadc557c14dd155c68ec56e07f64cb57aabe28470"
            }
        },
        {
            "product_id": "1074287",
            "name": "Pringles Sour Cream and Onion Crisps, 40g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
                    "name": "Herby and deli",
                    "slug": "deli-flavour-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5053990107384",
            "sku": "CRISP-5053990107384",
            "slug": "pringles-sour-cream-and-onion-crisps-40g",
            "short_description": "A 40g tube of Pringles Sour Cream and Onion, the creamy, tangy stackable crisp in a size for one. Worked out from the label's per 100g values, the tube comes to about 207 kcal and 0.48g of salt.The seasoning uses sour cream powder, whey, milk proteins, onion powder and three flavour enhancers. Wheat means the crisps contain gluten, milk is in the seasoning, and the pack says they are suitable for vegetarians.Allergens. Contains cereals containing gluten and milk; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-40g/",
            "product_json_route": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-40g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074287",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.500000000000001,
                "weight_g": 40,
                "comparison_price_gbp": 5.500000000000001,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 5.500000000000001,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-40g/",
            "buy_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-40g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-sour-cream-and-onion-crisps-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-sour-cream-and-onion-crisps-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Sour Cream and Onion Crisps, 40g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074288",
                "attachment_id": 1074288,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
                "filename": "www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43332,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074288",
                    "attachment_id": 1074288,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-40g-5053990107384-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074288",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": "powder",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": "powder",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074287",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
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                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
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                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
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                    },
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
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                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                            "note": null,
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                        }
                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "ingredient_family": "default",
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "contains_nuts",
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                    "stock_level": "instock",
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                    "discrepancy_flag": "needs_csv_completion",
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                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "priority": "normal",
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                },
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                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
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                    "country_of_origin": "derived_runtime",
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                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "intensity": "missing_pending_catalogue_csv",
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                    "contains_nuts": "missing_pending_catalogue_csv",
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                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                    "brand_slugs": [
                        "pringles"
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                        "deli-flavour-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
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                },
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                    "fairtrade": "",
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                    "focus_friendly": "",
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                },
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                    "food_pairings": [],
                    "occasion_pairings": [],
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                    ],
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                    "mouthfeel": "",
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                },
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                    "linked_wiki_topic_count": 0,
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                "product_markdown_route": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-40g/.md",
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                "citation_anchor": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-40g/",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074287",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
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                "linked_wiki_topics": []
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                    "servings_per_pack",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles sour cream and onion crisps 40g pringles 5053990107384 crisp 5053990107384 default blend powder default crisps herby and deli stacked crisps tubes and caddies 1074287 pringles sour cream and onion crisps 40g 5053990107384 pringles https crisps biz product pringles sour cream and onion crisps 40g crisps herby and deli stacked crisps tubes and caddies pringles sour cream and onion crisps 40g no blend powder 40 2 2 5 5 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps deli flavour crisps stacked crisps tubes and caddies powder default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "763dd1e49a5a087a68bb6a8d7580550daf3d9542cbc72104403b2ea9cc4dbec2"
            }
        },
        {
            "product_id": "1074289",
            "name": "Pringles Salt and Vinegar Crisps, 165g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Salt and vinegar",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5053990127733",
            "sku": "CRISP-5053990127733",
            "slug": "pringles-salt-and-vinegar-crisps-165g",
            "short_description": "A 165g tube of Pringles Salt and Vinegar, stackable saddle shaped crisps with a sharp, salty seasoning. The label gives 154 kcal and 0.57g of salt for a 30g serving.Three figures are high on the front of pack scale: fat, saturates at 6.3g per 100g from a blend that includes palm oil, and salt at 1.9g per 100g. Barley and wheat mean the crisps contain gluten, and milk is in the seasoning; the pack says they are suitable for vegetarians.Allergens. Contains cereals containing gluten and milk; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/",
            "product_json_route": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074289",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.0606060606060606,
                "weight_g": 165,
                "comparison_price_gbp": 2.0606060606060606,
                "comparison_unit": "100g",
                "pack_label": "165g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.0606060606060606,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-salt-and-vinegar-crisps-165g/",
            "buy_url": "https://crisps.biz/buy/pringles-salt-and-vinegar-crisps-165g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-salt-and-vinegar-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-salt-and-vinegar-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-salt-and-vinegar-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Salt and Vinegar Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074290",
                "attachment_id": 1074290,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32039,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074290",
                    "attachment_id": 1074290,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074290",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074289",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074289",
                    "product_name": "Pringles Salt and Vinegar Crisps, 165g",
                    "gtin": "5053990127733",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/",
                    "sub_type": "Crisps, Salt and vinegar, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-salt-and-vinegar-crisps-165g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "165",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.0606060606061",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "salt-and-vinegar-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074289",
                "product_json_route": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-salt-and-vinegar-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-salt-and-vinegar-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-salt-and-vinegar-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074289",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-salt-and-vinegar-crisps-165g-5053990127733-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074290",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074289&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074289",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles salt and vinegar crisps 165g pringles 5053990127733 crisp 5053990127733 default blend default crisps salt and vinegar stacked crisps tubes and caddies 1074289 pringles salt and vinegar crisps 165g 5053990127733 pringles https crisps biz product pringles salt and vinegar crisps 165g crisps salt and vinegar stacked crisps tubes and caddies pringles salt and vinegar crisps 165g no blend 165 3 4 2 0606060606061 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps salt and vinegar crisps stacked crisps tubes and caddies default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "378f85532723ed312f0d0f60d6f55d52ffedf023fabbabec89e9121ecb91eefe"
            }
        },
        {
            "product_id": "1074293",
            "name": "Pringles Paprika Crisps, 165g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Stacked crisps",
                "Sweet and savoury",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5053990161669",
            "sku": "CRISP-5053990161669",
            "slug": "pringles-paprika-crisps-165g",
            "short_description": "A 165g tube of Pringles Paprika, stackable saddle shaped crisps with a sweet, warm paprika seasoning. The label gives 155 kcal and 0.42g of salt for a 30g serving.The seasoning uses sugar, paprika powder, yeast, onion and garlic with three flavour enhancers, and no chilli is listed, so it is warm rather than hot. Wheat is in the dough and milk in the seasoning; the pack says the crisps are suitable for vegetarians.Allergens. Contains cereals containing gluten and milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-paprika-crisps-165g/",
            "product_json_route": "https://crisps.biz/product/pringles-paprika-crisps-165g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-paprika-crisps-165g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074293",
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            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
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            "unit_pricing": {
                "version": 1,
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                "pack_label": "165g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.0606060606060606,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-paprika-crisps-165g/",
            "buy_url": "https://crisps.biz/buy/pringles-paprika-crisps-165g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-paprika-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-paprika-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-paprika-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Paprika Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074294",
                "attachment_id": 1074294,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24611,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074294",
                    "attachment_id": 1074294,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-paprika-crisps-165g-5053990161669-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074294",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-paprika-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": "powder",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": "powder",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074293",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
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                        "sku": "CRISP-8410076481597",
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
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                    },
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "curator_opinion": {
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                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "curator_opinion": {
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "servings_per_pack",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
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                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "brand_slugs": [
                        "pringles"
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            },
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            "human_purchase_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-smokey-bacon-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-smokey-bacon-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Smokey Bacon Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074297",
                "attachment_id": 1074297,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 25047,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074297",
                    "attachment_id": 1074297,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074297",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074296",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074296",
                    "product_name": "Pringles Smokey Bacon Crisps, 165g",
                    "gtin": "5053990167197",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                    "sub_type": "Crisps, Meaty, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-smokey-bacon-crisps-165g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "165",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.0606060606061",
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074296",
                "product_json_route": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-smokey-bacon-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074296",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-smokey-bacon-crisps-165g-5053990167197-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074297",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074296&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074296",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
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            ],
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                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 2106,
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                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/",
            "product_json_route": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/.md",
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            "regular_price_gbp": 4.25,
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            "unit_pricing": {
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-hot-kickin-sour-cream-crisps-160g/",
            "buy_url": "https://crisps.biz/buy/pringles-hot-kickin-sour-cream-crisps-160g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-hot-kickin-sour-cream-crisps-160g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-hot-kickin-sour-cream-crisps-160g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-hot-kickin-sour-cream-crisps-160g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack.jpg.json",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074300",
                    "attachment_id": 1074300,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074300",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": "powder",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": "powder",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074299",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074299",
                    "product_name": "Pringles Hot Kickin' Sour Cream Crisps, 160g",
                    "gtin": "5053990175826",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/",
                    "sub_type": "Crisps, Hot and spicy, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-hot-kickin-sour-cream-crisps-160g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": "powder",
                    "weight_g": "160",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.125",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": "powder"
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074299",
                "product_json_route": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-hot-kickin-sour-cream-crisps-160g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-hot-kickin-sour-cream-crisps-160g/",
                "citation_anchor": "https://crisps.biz/product/pringles-hot-kickin-sour-cream-crisps-160g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074299",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-kickin-sour-cream-crisps-160g-5053990175826-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074300",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074299&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074299",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles hot kickin sour cream crisps 160g pringles 5053990175826 crisp 5053990175826 default blend powder default crisps hot and spicy stacked crisps tubes and caddies 1074299 pringles hot kickin sour cream crisps 160g 5053990175826 pringles https crisps biz product pringles hot kickin sour cream crisps 160g crisps hot and spicy stacked crisps tubes and caddies pringles hot kickin sour cream crisps 160g no blend powder 160 3 4 2 125 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps spicy crisps stacked crisps tubes and caddies powder default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "a6a27feb74d779753061c276bdaf39d80f59917dcbc9e656c5944321c7044ff6"
            }
        },
        {
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            "brand": "Pringles",
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                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Meaty",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2104,
                    "name": "Meaty",
                    "slug": "meaty-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "product_json_route": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/.md",
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            "regular_price_gbp": 4.25,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "buy_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-smokin-bbq-ribs-crisps-160g-5053990175949-front-of-pack-600x600.avif",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-smokin-bbq-ribs-crisps-160g-5053990175949-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-smokin-bbq-ribs-crisps-160g-5053990175949-front-of-pack.jpg.json",
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                "file_size_bytes": 30059,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
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                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
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                    },
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                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
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                        "width": 600,
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                        "format": "avif",
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                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074302",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074301",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074301",
                    "product_name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                    "gtin": "5053990175949",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                    "sub_type": "Crisps, Meaty, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-hot-smokin-bbq-ribs-crisps-160g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "160",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.125",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074301",
                "product_json_route": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                "citation_anchor": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074301",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-smokin-bbq-ribs-crisps-160g-5053990175949-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074302",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074301&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074301",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles hot smokin bbq ribs crisps 160g pringles 5053990175949 crisp 5053990175949 default blend default crisps meaty stacked crisps tubes and caddies 1074301 pringles hot smokin bbq ribs crisps 160g 5053990175949 pringles https crisps biz product pringles hot smokin bbq ribs crisps 160g crisps meaty stacked crisps tubes and caddies pringles hot smokin bbq ribs crisps 160g no blend 160 3 4 2 125 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps meaty crisps stacked crisps tubes and caddies default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8d10f0d034b7d7844a91c873c4a0b241d793310075e30717fff032ab3cf4e04e"
            }
        },
        {
            "product_id": "1074303",
            "name": "Cheez-It Double Cheese Thin and Crispy Baked Snacks, 150g",
            "brand": "Cheez-It",
            "brand_entities": [
                {
                    "term_id": 2187,
                    "name": "Cheez-It",
                    "slug": "cheez-it",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheez-it/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5053990177653",
            "sku": "CRISP-5053990177653",
            "slug": "cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g",
            "short_description": "A 150g sharing bag of Cheez-It Snap'd Double Cheese: thin, crispy baked crackers made from wheat flour, sunflower oil, starch and dehydrated potato, with 4.2% real cheese in the dough and a cheese seasoning of whey permeate, cheese powder and buttermilk. The label gives 150 kcal and 0.45g of salt for a 30g serving.The listing says the crackers are vegetarian certified and halal certified, with no artificial colours or flavours.Wheat and oats are in the dough and milk is in the cheese and seasoning; the allergy advice says they may contain mustard and soya.Allergens. Contains cereals containing gluten and milk; may contain mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "product_json_route": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074303",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2666666666666666,
                "weight_g": 150,
                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.2666666666666666,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "buy_url": "https://crisps.biz/buy/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "human_purchase_url": "https://crisps.biz/buy/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Cheez-It Double Cheese Thin and Crispy Baked Snacks, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074304",
                "attachment_id": 1074304,
                "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32642,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074304",
                    "attachment_id": 1074304,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074304",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2187,
                    "name": "Cheez-It",
                    "slug": "cheez-it",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheez-it/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074303",
                "same_brand_products": [
                    {
                        "product_id": "1074314",
                        "name": "Cheez-It Cheese and Smokey Bacon Thin and Crispy Baked Snacks, 150g",
                        "brand": "Cheez-It",
                        "gtin": "5053990186440",
                        "sku": "CRISP-5053990186440",
                        "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074306",
                        "name": "Cheez-It Cheese and Chilli Thin and Crispy Baked Snacks, 150g",
                        "brand": "Cheez-It",
                        "gtin": "5053990177684",
                        "sku": "CRISP-5053990177684",
                        "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074303",
                    "product_name": "Cheez-It Double Cheese Thin and Crispy Baked Snacks, 150g",
                    "gtin": "5053990177653",
                    "brand": "Cheez-It",
                    "product_url": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                    "sub_type": "Cheesy, Crisps, Savoury baked snacks, Sharing bags",
                    "variant_or_style": "cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.2666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Cheez-It",
                    "brand_slugs": [
                        "cheez-it"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "savoury-baked-snacks",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074303",
                "product_json_route": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/.md",
                "checkout_url": "https://crisps.biz/buy/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                "citation_anchor": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074303",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g-5053990177653-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074304",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074303&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074303",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " cheez it double cheese thin and crispy baked snacks 150g cheez it 5053990177653 crisp 5053990177653 default blend default cheesy crisps savoury baked snacks sharing bags 1074303 cheez it double cheese thin and crispy baked snacks 150g 5053990177653 cheez it https crisps biz product cheez it double cheese thin and crispy baked snacks 150g cheesy crisps savoury baked snacks sharing bags cheez it double cheese thin and crispy baked snacks 150g no blend 150 3 4 2 2666666666667 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 cheez it cheez it cheesy crisps crisps savoury baked snacks sharing bags default mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7f23bc7b64d425b574311884e22c77d467fb6d37cd42383b464aa8febe27562e"
            }
        },
        {
            "product_id": "1074306",
            "name": "Cheez-It Cheese and Chilli Thin and Crispy Baked Snacks, 150g",
            "brand": "Cheez-It",
            "brand_entities": [
                {
                    "term_id": 2187,
                    "name": "Cheez-It",
                    "slug": "cheez-it",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheez-it/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5053990177684",
            "sku": "CRISP-5053990177684",
            "slug": "cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g",
            "short_description": "A 150g sharing bag of Cheez-It Snap'd Cheese and Chilli: thin, crispy baked snacks made from wheat flour, sunflower oil, starch and dehydrated potato, with 4.2% real cheese in the dough and a cheese and chilli seasoning. The label gives 150 kcal and 0.45g of salt for a 30g serving.The listing says the snacks are vegetarian certified and halal certified. They are not vegan, because of the milk.Wheat and oats are in the dough and milk is in the cheese and seasoning, and the allergy advice says they may contain mustard and soya.Allergens. Contains cereals containing gluten and milk; may contain mustard and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "product_json_route": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074306",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.2666666666666666,
                "weight_g": 150,
                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.2666666666666666,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "buy_url": "https://crisps.biz/buy/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "human_purchase_url": "https://crisps.biz/buy/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Cheez-It Cheese and Chilli Thin and Crispy Baked Snacks, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074307",
                "attachment_id": 1074307,
                "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35052,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074307",
                    "attachment_id": 1074307,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g-5053990177684-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074307",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2187,
                    "name": "Cheez-It",
                    "slug": "cheez-it",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheez-it/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074306",
                "same_brand_products": [
                    {
                        "product_id": "1074314",
                        "name": "Cheez-It Cheese and Smokey Bacon Thin and Crispy Baked Snacks, 150g",
                        "brand": "Cheez-It",
                        "gtin": "5053990186440",
                        "sku": "CRISP-5053990186440",
                        "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074303",
                        "name": "Cheez-It Double Cheese Thin and Crispy Baked Snacks, 150g",
                        "brand": "Cheez-It",
                        "gtin": "5053990177653",
                        "sku": "CRISP-5053990177653",
                        "canonical_product_url": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "organic",
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                    "product_url": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
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                    "priority": "normal",
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                },
                "field_sources": {
                    "product_id": "derived_runtime",
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                    "gtin": "truth_spine_identifier_contract",
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                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
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                        "cheez-it"
                    ],
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                },
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                },
                "ranking_boosts": {
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                },
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                    "linked_wiki_topic_count": 0,
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            },
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                "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074306",
                "product_json_route": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/.md",
                "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
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                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074306",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
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                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "note": null,
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            },
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            "identifier_priority_used": "agent_index",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_card_route": "https://crisps.biz/buy-card/pringles-sour-cream-and-onion-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-sour-cream-and-onion-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Sour Cream and Onion Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074310",
                "attachment_id": 1074310,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27687,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074310",
                    "attachment_id": 1074310,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074310",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": "powder",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": "powder",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074309",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074309",
                    "product_name": "Pringles Sour Cream and Onion Crisps, 165g",
                    "gtin": "5053990179039",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                    "sub_type": "Crisps, Herby and deli, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-sour-cream-and-onion-crisps-165g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": "powder",
                    "weight_g": "165",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.0606060606061",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": "powder"
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074309",
                "product_json_route": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-sour-cream-and-onion-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074309",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-sour-cream-and-onion-crisps-165g-5053990179039-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074310",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074309&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074309",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
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            ],
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                    "name": "Crisps",
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2097,
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                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2107,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                },
                {
                    "term_id": 2116,
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                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
            "product_json_route": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/.md",
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            "regular_price_gbp": 4.25,
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_unit": "100g",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
            "buy_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-hot-sweet-chilli-crisps-160g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-hot-sweet-chilli-crisps-160g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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            "image": {
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                "alt_text": "Pringles Hot Sweet Chilli Crisps, 160g, front of pack, available at crisps.biz",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-sweet-chilli-crisps-160g-5053990186037-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-sweet-chilli-crisps-160g-5053990186037-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-sweet-chilli-crisps-160g-5053990186037-front-of-pack.jpg.json",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                    },
                    "visual_family_id": "wp-attachment-1074313",
                    "attachment_id": 1074313,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-hot-sweet-chilli-crisps-160g-5053990186037-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-hot-sweet-chilli-crisps-160g-5053990186037-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074313",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074312",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074312",
                    "product_name": "Pringles Hot Sweet Chilli Crisps, 160g",
                    "gtin": "5053990186037",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                    "sub_type": "Crisps, Stacked crisps, Sweet and savoury, Tubes and caddies",
                    "variant_or_style": "pringles-hot-sweet-chilli-crisps-160g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "160",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.125",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "stacked-crisps",
                        "sweet-and-savoury-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074312",
                "product_json_route": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-hot-sweet-chilli-crisps-160g/",
                "citation_anchor": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074312",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-hot-sweet-chilli-crisps-160g-5053990186037-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074313",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074312&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074312",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                "tokens_sha256": "008e58c2ee0f199f93a151a2a949ce54e7e9c5e613716ddf2e13eebf72f44e8c"
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        },
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            "brand_entities": [
                {
                    "term_id": 2187,
                    "name": "Cheez-It",
                    "slug": "cheez-it",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheez-it/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Savoury baked snacks",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2098,
                    "name": "Savoury baked snacks",
                    "slug": "savoury-baked-snacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074314",
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            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
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                "serving_unit": null,
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                "comparison_price_gbp": 2.2666666666666666,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
            "buy_url": "https://crisps.biz/buy/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
            "human_purchase_url": "https://crisps.biz/buy/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
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                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
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                "file_size_bytes": 35434,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
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                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
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                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
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                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack-600x600.avif",
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                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074315",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2187,
                    "name": "Cheez-It",
                    "slug": "cheez-it",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/cheez-it/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Savoury baked snacks",
                        "slug": "savoury-baked-snacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/savoury-baked-snacks/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074314",
                "same_brand_products": [
                    {
                        "product_id": "1074306",
                        "name": "Cheez-It Cheese and Chilli Thin and Crispy Baked Snacks, 150g",
                        "brand": "Cheez-It",
                        "gtin": "5053990177684",
                        "sku": "CRISP-5053990177684",
                        "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-chilli-thin-and-crispy-baked-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074303",
                        "name": "Cheez-It Double Cheese Thin and Crispy Baked Snacks, 150g",
                        "brand": "Cheez-It",
                        "gtin": "5053990177653",
                        "sku": "CRISP-5053990177653",
                        "canonical_product_url": "https://crisps.biz/product/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                        "checkout_url": "https://crisps.biz/buy/cheez-it-double-cheese-thin-and-crispy-baked-snacks-150g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074314",
                    "product_name": "Cheez-It Cheese and Smokey Bacon Thin and Crispy Baked Snacks, 150g",
                    "gtin": "5053990186440",
                    "brand": "Cheez-It",
                    "product_url": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                    "sub_type": "Cheesy, Crisps, Savoury baked snacks, Sharing bags",
                    "variant_or_style": "cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.2666666666667",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Cheez-It",
                    "brand_slugs": [
                        "cheez-it"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "savoury-baked-snacks",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074314",
                "product_json_route": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/.md",
                "checkout_url": "https://crisps.biz/buy/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                "citation_anchor": "https://crisps.biz/product/cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074314",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-cheez-it-cheese-and-smokey-bacon-thin-and-crispy-baked-snacks-150g-5053990186440-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074315",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074314&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074314",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " cheez it cheese and smokey bacon thin and crispy baked snacks 150g cheez it 5053990186440 crisp 5053990186440 default blend default cheesy crisps savoury baked snacks sharing bags 1074314 cheez it cheese and smokey bacon thin and crispy baked snacks 150g 5053990186440 cheez it https crisps biz product cheez it cheese and smokey bacon thin and crispy baked snacks 150g cheesy crisps savoury baked snacks sharing bags cheez it cheese and smokey bacon thin and crispy baked snacks 150g no blend 150 3 4 2 2666666666667 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 cheez it cheez it cheesy crisps crisps savoury baked snacks sharing bags default mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ecc6e4201f1650205355d7961df5279eff5ef254766a3b6b8ecfdfcedbca9be8"
            }
        },
        {
            "product_id": "1074317",
            "name": "Pringles Original Crisps, 165g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "5053990188611",
            "sku": "CRISP-5053990188611",
            "slug": "pringles-original-crisps-165g",
            "short_description": "A 165g tube of Pringles Original, the plain stackable crisp, made with reduced sodium sea salt. The label gives 158 kcal and 0.19g of salt for a 30g serving, and 0.62g of salt per 100g.The published listing says the crisps are suitable for vegans and marks them as halal. Wheat flour is in the dough, so they contain gluten, and the allergy advice says they may contain milk and soya.Allergens. Contains cereals containing gluten; may contain milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
            "product_json_route": "https://crisps.biz/product/pringles-original-crisps-165g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-original-crisps-165g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074317",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.0606060606060606,
                "weight_g": 165,
                "comparison_price_gbp": 2.0606060606060606,
                "comparison_unit": "100g",
                "pack_label": "165g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.0606060606060606,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
            "buy_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-original-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-original-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Original Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074318",
                "attachment_id": 1074318,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 28470,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074318",
                    "attachment_id": 1074318,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074318",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-original-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074317",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_id": "1074317",
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                    "gtin": "5053990188611",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
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                    "variant_or_style": "pringles-original-crisps-165g",
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                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074317",
                "product_json_route": "https://crisps.biz/product/pringles-original-crisps-165g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-original-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-original-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-original-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074317",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-original-crisps-165g-5053990188611-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074317&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074317",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles original crisps 165g pringles 5053990188611 crisp 5053990188611 default blend default crisps ready salted and sea salt stacked crisps tubes and caddies 1074317 pringles original crisps 165g 5053990188611 pringles https crisps biz product pringles original crisps 165g crisps ready salted and sea salt stacked crisps tubes and caddies pringles original crisps 165g no blend 165 3 4 2 0606060606061 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps ready salted crisps stacked crisps tubes and caddies default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4f1c76cb296e1453c8b6f40edd365337f083b6554b941b9550aced517ab7dfe6"
            }
        },
        {
            "product_id": "1074321",
            "name": "Pringles Minis Original Crisps, 6 x 20g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Multipacks",
                "Potato crisps",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5053990193219",
            "sku": "CRISP-5053990193219",
            "slug": "pringles-minis-original-crisps-6-x-20g",
            "short_description": "A six bag multipack of Pringles Minis Original, 20g each: small, saddle shaped Pringles chips made from dehydrated potatoes, sunflower and rapeseed oils, corn flour and wheat starch, seasoned with reduced sodium sea salt. The label gives 107 kcal and 0.12g of salt for each bag.The pack says the chips are suitable for vegans.Wheat is in the recipe, and the allergy advice says the chips may contain milk and soya.Allergens. Contains cereals containing gluten; may contain milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074321",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 15,
                "weight_g": 20,
                "comparison_price_gbp": 15,
                "comparison_unit": "100g",
                "pack_label": "20g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 15,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-minis-original-crisps-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-minis-original-crisps-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Minis Original Crisps, 6 x 20g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074322",
                "attachment_id": 1074322,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29237,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074322",
                    "attachment_id": 1074322,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074322",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074321",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074321",
                    "product_name": "Pringles Minis Original Crisps, 6 x 20g",
                    "gtin": "5053990193219",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                    "sub_type": "Crisps, Multipacks, Potato crisps, Ready salted and sea salt",
                    "variant_or_style": "pringles-minis-original-crisps-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "15",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "crisp-multipacks",
                        "potato-crisps",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074321",
                "product_json_route": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-minis-original-crisps-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074321",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-original-crisps-6-x-20g-5053990193219-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074322",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074321&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074321",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles minis original crisps 6 x 20g pringles 5053990193219 crisp 5053990193219 default blend default crisps multipacks potato crisps ready salted and sea salt 1074321 pringles minis original crisps 6 x 20g 5053990193219 pringles https crisps biz product pringles minis original crisps 6 x 20g crisps multipacks potato crisps ready salted and sea salt pringles minis original crisps 6 x 20g no blend 20 3 15 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps crisp multipacks potato crisps ready salted crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "92f15c7b38f1876b801d87ed1de6031ec8c7a2e41f9b5dc33ad265bd15414eab"
            }
        },
        {
            "product_id": "1074324",
            "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
            "brand": "Pringles",
            "brand_entities": [
                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
            "categories": [
                "Crisps",
                "Herby and deli",
                "Multipacks",
                "Potato crisps"
            ],
            "category_entities": [
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2108,
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                },
                {
                    "term_id": 2114,
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                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "product_json_route": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/.md",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 15,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "buy_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074325",
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                "relative_upload_path": "2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29407,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074325",
                    "attachment_id": 1074325,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074325",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074324",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
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                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Pringles",
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                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074324",
                    "product_name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                    "gtin": "5053990193257",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                    "sub_type": "Crisps, Herby and deli, Multipacks, Potato crisps",
                    "variant_or_style": "pringles-minis-sour-cream-and-onion-crisps-6-x-20g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "20",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "15",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "crisp-multipacks",
                        "potato-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074324",
                "product_json_route": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                "citation_anchor": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074324",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-minis-sour-cream-and-onion-crisps-6-x-20g-5053990193257-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074325",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074324&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074324",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles minis sour cream and onion crisps 6 x 20g pringles 5053990193257 crisp 5053990193257 default blend default crisps herby and deli multipacks potato crisps 1074324 pringles minis sour cream and onion crisps 6 x 20g 5053990193257 pringles https crisps biz product pringles minis sour cream and onion crisps 6 x 20g crisps herby and deli multipacks potato crisps pringles minis sour cream and onion crisps 6 x 20g no blend 20 3 15 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles crisps deli flavour crisps crisp multipacks potato crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                "tokens_sha256": "e226bde4bc6fe2dce95b0242805de4c3104ca8755cbcb6a5e8566e97e8180905"
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        },
        {
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                {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                }
            ],
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                "Stacked crisps",
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            "category_entities": [
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
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                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
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            ],
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            "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
            "product_json_route": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074327",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.0606060606060606,
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                "comparison_price_gbp": 2.0606060606060606,
                "comparison_unit": "100g",
                "pack_label": "165g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.0606060606060606,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
            "buy_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-prawn-cocktail-crisps-165g/",
            "buy_card_url": "https://crisps.biz/buy-card/pringles-prawn-cocktail-crisps-165g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Pringles Prawn Cocktail Crisps, 165g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074328",
                "attachment_id": 1074328,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23819,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074328",
                    "attachment_id": 1074328,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074328",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074327",
                "same_brand_products": [
                    {
                        "product_id": "1074330",
                        "name": "Pringles Cheese and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198535",
                        "sku": "CRISP-5053990198535",
                        "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
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                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
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                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
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                    "occasion_tags",
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                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
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                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5053990198405",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
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                    "variant_or_style": "pringles-prawn-cocktail-crisps-165g",
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                    "country_of_origin": "blend",
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                    "format": null,
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                    "packaging_type": "",
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                    "occasion_pairings": "",
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                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
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                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "flavour_notes": "derived_runtime",
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                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
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            },
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                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "crisps",
                        "prawn-cocktail-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
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                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074327",
                "product_json_route": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-prawn-cocktail-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074327",
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                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-prawn-cocktail-crisps-165g-5053990198405-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074327",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
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                "catalogue_field_count": 81,
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                    "servings_per_pack",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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                "rating_scale": "0-5",
                "note": null,
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            "identifier_priority_used": "agent_index",
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
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                    "recipe_post_meta",
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                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
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                    "gtin",
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                    "stock_status",
                    "ingredient_family",
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            "product_json_route": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/.json",
            "product_markdown_route": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/.md",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
            "human_purchase_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
            "buy_card_route": "https://crisps.biz/buy-card/pringles-cheese-and-onion-crisps-165g/",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074331",
                "attachment_id": 1074331,
                "relative_upload_path": "2026/09/www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 22866,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074331",
                    "attachment_id": 1074331,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074331",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": "powder",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": "powder",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2134,
                    "name": "Pringles",
                    "slug": "pringles",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/pringles/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074330",
                "same_brand_products": [
                    {
                        "product_id": "1074324",
                        "name": "Pringles Minis Sour Cream and Onion Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193257",
                        "sku": "CRISP-5053990193257",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-sour-cream-and-onion-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074327",
                        "name": "Pringles Prawn Cocktail Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990198405",
                        "sku": "CRISP-5053990198405",
                        "canonical_product_url": "https://crisps.biz/product/pringles-prawn-cocktail-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-prawn-cocktail-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074321",
                        "name": "Pringles Minis Original Crisps, 6 x 20g",
                        "brand": "Pringles",
                        "gtin": "5053990193219",
                        "sku": "CRISP-5053990193219",
                        "canonical_product_url": "https://crisps.biz/product/pringles-minis-original-crisps-6-x-20g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-minis-original-crisps-6-x-20g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074312",
                        "name": "Pringles Hot Sweet Chilli Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990186037",
                        "sku": "CRISP-5053990186037",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-sweet-chilli-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-sweet-chilli-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074317",
                        "name": "Pringles Original Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990188611",
                        "sku": "CRISP-5053990188611",
                        "canonical_product_url": "https://crisps.biz/product/pringles-original-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-original-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074309",
                        "name": "Pringles Sour Cream and Onion Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990179039",
                        "sku": "CRISP-5053990179039",
                        "canonical_product_url": "https://crisps.biz/product/pringles-sour-cream-and-onion-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-sour-cream-and-onion-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074301",
                        "name": "Pringles Hot Smokin' BBQ Ribs Crisps, 160g",
                        "brand": "Pringles",
                        "gtin": "5053990175949",
                        "sku": "CRISP-5053990175949",
                        "canonical_product_url": "https://crisps.biz/product/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-hot-smokin-bbq-ribs-crisps-160g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074296",
                        "name": "Pringles Smokey Bacon Crisps, 165g",
                        "brand": "Pringles",
                        "gtin": "5053990167197",
                        "sku": "CRISP-5053990167197",
                        "canonical_product_url": "https://crisps.biz/product/pringles-smokey-bacon-crisps-165g/",
                        "checkout_url": "https://crisps.biz/buy/pringles-smokey-bacon-crisps-165g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074330",
                    "product_name": "Pringles Cheese and Onion Crisps, 165g",
                    "gtin": "5053990198535",
                    "brand": "Pringles",
                    "product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                    "sub_type": "Cheese and onion, Crisps, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "pringles-cheese-and-onion-crisps-165g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": "powder",
                    "weight_g": "165",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.0606060606061",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Pringles",
                    "brand_slugs": [
                        "pringles"
                    ],
                    "category_slugs": [
                        "cheese-and-onion-crisps",
                        "crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": "powder"
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074330",
                "product_json_route": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/.json",
                "product_markdown_route": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/.md",
                "checkout_url": "https://crisps.biz/buy/pringles-cheese-and-onion-crisps-165g/",
                "buy_card_route": "https://crisps.biz/buy-card/pringles-cheese-and-onion-crisps-165g/",
                "citation_anchor": "https://crisps.biz/product/pringles-cheese-and-onion-crisps-165g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074330",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-pringles-cheese-and-onion-crisps-165g-5053990198535-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074331",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074330&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074330",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " pringles cheese and onion crisps 165g pringles 5053990198535 crisp 5053990198535 default blend powder default cheese and onion crisps stacked crisps tubes and caddies 1074330 pringles cheese and onion crisps 165g 5053990198535 pringles https crisps biz product pringles cheese and onion crisps 165g cheese and onion crisps stacked crisps tubes and caddies pringles cheese and onion crisps 165g no blend powder 165 3 4 2 0606060606061 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 pringles pringles cheese and onion crisps crisps stacked crisps tubes and caddies powder default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "6704effcb49dbd931687839fb0da07ff431074db82f37c7aa8cbbc7f36d35673"
            }
        },
        {
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                {
                    "term_id": 2189,
                    "name": "Graze",
                    "slug": "graze",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/graze/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Sharing bags",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/",
            "product_json_route": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/.json",
            "product_markdown_route": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074333",
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            "regular_price_gbp": 4.25,
            "currency": "GBP",
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                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 3.4,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/graze-marmite-veg-crunch-100g/",
            "buy_url": "https://crisps.biz/buy/graze-marmite-veg-crunch-100g/",
            "human_purchase_url": "https://crisps.biz/buy/graze-marmite-veg-crunch-100g/",
            "buy_card_route": "https://crisps.biz/buy-card/graze-marmite-veg-crunch-100g/",
            "buy_card_url": "https://crisps.biz/buy-card/graze-marmite-veg-crunch-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack-600x600.avif",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
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                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
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                    "attachment_id": 1074334,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074334",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2189,
                    "name": "Graze",
                    "slug": "graze",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/graze/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074333",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074333",
                    "product_name": "Graze Marmite Veg Crunch, 100g",
                    "gtin": "5055958704161",
                    "brand": "Graze",
                    "product_url": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Sharing bags, Tangy and umami",
                    "variant_or_style": "graze-marmite-veg-crunch-100g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "3.4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Graze",
                    "brand_slugs": [
                        "graze"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags",
                        "umami-crisps"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074333",
                "product_json_route": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/.json",
                "product_markdown_route": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/.md",
                "checkout_url": "https://crisps.biz/buy/graze-marmite-veg-crunch-100g/",
                "buy_card_route": "https://crisps.biz/buy-card/graze-marmite-veg-crunch-100g/",
                "citation_anchor": "https://crisps.biz/product/graze-marmite-veg-crunch-100g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074333",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-graze-marmite-veg-crunch-100g-5055958704161-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074334",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074333&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074333",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " graze marmite veg crunch 100g graze 5055958704161 crisp 5055958704161 default blend default crisps lentil pulse and veg sharing bags tangy and umami 1074333 graze marmite veg crunch 100g 5055958704161 graze https crisps biz product graze marmite veg crunch 100g crisps lentil pulse and veg sharing bags tangy and umami graze marmite veg crunch 100g no blend 100 3 4 3 4 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 graze graze crisps lentil and veg crisps sharing bags umami crisps default mid 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b2dd6839af0cb62c69914d3114f9cc65709c241da6d521ef1a0ad43875d6ba43"
            }
        },
        {
            "product_id": "1074336",
            "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5060042640744",
            "sku": "CRISP-5060042640744",
            "slug": "tyrrells-lightly-sea-salted-crisps-40g",
            "short_description": "A 40g single bag of Tyrrells Lightly Sea Salted, hand cooked English crisps made from three ingredients: potatoes, sunflower oil and sea salt. The label gives 208 kcal and 0.26g of salt for the whole bag, which it treats as one serving.It is the same recipe as the 150g sharing bag, with 0.65g of salt per 100g, in a size for one. With nothing but salt on the slice, the taste is the potato and the hard, uneven crunch of batch frying. It suits a lunchbox, a picnic or a pub table.No allergens are highlighted in the ingredients, but the allergy advice says it may contain milk. The pack says the crisps are suitable for vegetarians and carries a gluten free claim. The front of the pack shows three bathers doing handstands on a beach.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074336",
            "price": "2.00",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5,
                "weight_g": 40,
                "comparison_price_gbp": 5,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-lightly-sea-salted-crisps-40g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-lightly-sea-salted-crisps-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Lightly Sea Salted Crisps, 40g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074337",
                "attachment_id": 1074337,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33027,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074337",
                    "attachment_id": 1074337,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-40g-5060042640744-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074337",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074336",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
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                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
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                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "available": true,
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                        "brand": "Tyrrells",
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                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
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                    },
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                    },
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                            "note": null,
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                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "priority": "normal",
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                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
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                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                    "brand_slugs": [
                        "tyrrells"
                    ],
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                },
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                },
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                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
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                    "linked_wiki_topic_count": 0,
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                }
            },
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
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                "linked_wiki_topics": []
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
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                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "445da008439dde8a39ad8a89ce77c69e55686422aad054c8ac2673a02cfaedf9"
            }
        },
        {
            "product_id": "1074338",
            "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060042641000",
            "sku": "CRISP-5060042641000",
            "slug": "tyrrells-lightly-sea-salted-crisps-150g",
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            "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074338",
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            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
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                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-lightly-sea-salted-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-lightly-sea-salted-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Lightly Sea Salted Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074339",
                "attachment_id": 1074339,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36959,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074339",
                    "attachment_id": 1074339,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074339",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074338",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
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                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
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                        "gtin": "8008698031032",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5060042641000",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
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                    "variant_or_style": "tyrrells-lightly-sea-salted-crisps-150g",
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                    "country_of_origin": "blend",
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                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.4",
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                    "kosher": "",
                    "vegan": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074338",
                "product_json_route": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-lightly-sea-salted-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074338",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-lightly-sea-salted-crisps-150g-5060042641000-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074339",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074338&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074338",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.5,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7fa3be9395dee96a0152b7c8e6d7aacc138a3b0171e41876f85da6c46f3b8e57"
            }
        },
        {
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            "brand": "Tyrrells",
            "brand_entities": [
                {
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                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crisps",
                "Hand cooked crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060042641406",
            "sku": "CRISP-5060042641406",
            "slug": "tyrrells-sea-salt-and-cider-vinegar-crisps-150g",
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            "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074340",
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            "regular_price_gbp": 4.5,
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                "version": 1,
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                "comparison_price_gbp": 2.4,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074341",
                "attachment_id": 1074341,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38951,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074341",
                    "attachment_id": 1074341,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074341",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074340",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074340",
                    "product_name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                    "gtin": "5060042641406",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                    "sub_type": "Crisps, Hand cooked crisps, Salt and vinegar, Sharing bags",
                    "variant_or_style": "tyrrells-sea-salt-and-cider-vinegar-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "2.4",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074340",
                "product_json_route": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074340",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sea-salt-and-cider-vinegar-crisps-150g-5060042641406-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074341",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074340&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074340",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "sweetness",
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                    "post_meal_digestive",
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                    "occasion_pairings",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells sea salt and cider vinegar crisps 150g tyrrells 5060042641406 crisp 5060042641406 default blend default crisps hand cooked crisps salt and vinegar sharing bags 1074340 tyrrells sea salt and cider vinegar crisps 150g 5060042641406 tyrrells https crisps biz product tyrrells sea salt and cider vinegar crisps 150g crisps hand cooked crisps salt and vinegar sharing bags tyrrells sea salt and cider vinegar crisps 150g no blend 150 3 6 2 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crisps hand cooked crisps salt and vinegar crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
            "product_id": "1074342",
            "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
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                "Hand cooked crisps",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
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            "slug": "tyrrells-sweet-chilli-and-red-pepper-crisps-150g",
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            "product_json_route": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074342",
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            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074343",
                "attachment_id": 1074343,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34685,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074343",
                    "attachment_id": 1074343,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-sweet-chilli-and-red-pepper-crisps-150g-5060042641413-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074343",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074342",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
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                            "rating_scale": "0-5",
                            "note": null,
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                    },
                    {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                            "note": null,
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                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
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                    "product_url": "derived_runtime",
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            },
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                "product_markdown_route": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
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                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-cheddar-cheese-and-chive-crisps-150g-5060042641437-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-cheddar-cheese-and-chive-crisps-150g-5060042641437-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37005,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074347",
                    "attachment_id": 1074347,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-cheddar-cheese-and-chive-crisps-150g-5060042641437-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-cheddar-cheese-and-chive-crisps-150g-5060042641437-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074347",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2102,
                        "name": "Cheese and onion",
                        "slug": "cheese-and-onion-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheese-and-onion-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074346",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                            "note": null,
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "priority": "normal",
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                },
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                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
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                    "source_of_truth": "derived_runtime",
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                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                "schema_version": "search-facets-2026-06-17",
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                    "brand_slugs": [
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                    ],
                    "category_slugs": [
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                "product_markdown_route": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/.md",
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                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074349",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074348",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074348",
                    "product_name": "Tyrrells Smoked Paprika Crisps, 150g",
                    "gtin": "5060042642052",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                    "sub_type": "Crisps, Hand cooked crisps, Sharing bags, Sweet and savoury",
                    "variant_or_style": "tyrrells-smoked-paprika-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crisps",
                        "hand-cooked-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074348",
                "product_json_route": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-smoked-paprika-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074348",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-smoked-paprika-crisps-150g-5060042642052-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074349",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074348&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074348",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells smoked paprika crisps 150g tyrrells 5060042642052 crisp 5060042642052 default blend default crisps hand cooked crisps sharing bags sweet and savoury 1074348 tyrrells smoked paprika crisps 150g 5060042642052 tyrrells https crisps biz product tyrrells smoked paprika crisps 150g crisps hand cooked crisps sharing bags sweet and savoury tyrrells smoked paprika crisps 150g no blend 150 3 6 2 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crisps hand cooked crisps sharing bags sweet and savoury crisps default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "91aa22be399f2f7c8da95884119108d3ef2817204533fbd9319b2aba12ce433b"
            }
        },
        {
            "product_id": "1074350",
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            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Hand cooked crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060042643325",
            "sku": "CRISP-5060042643325",
            "slug": "tyrrells-furrows-sea-salted-crisps-150g",
            "short_description": "A 150g sharing bag of Tyrrells Furrows Sea Salted: deep ridged, hand cooked English crisps made from three ingredients, potatoes, sunflower oil and sea salt. The label gives 155 kcal and 0.22g of salt for a 30g serving.The pack says the crisps are suitable for vegetarians and gluten free, with no MSG and no artificial colours or flavours.No allergens are highlighted in the ingredients, and the allergy advice says they may contain milk.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074350",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 150,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-furrows-sea-salted-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-furrows-sea-salted-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Furrows Sea Salted Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074351",
                "attachment_id": 1074351,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43225,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074351",
                    "attachment_id": 1074351,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074351",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074350",
                "same_brand_products": [
                    {
                        "product_id": "1074355",
                        "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643509",
                        "sku": "CRISP-5060042643509",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074350",
                    "product_name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                    "gtin": "5060042643325",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Hand cooked crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "tyrrells-furrows-sea-salted-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "hand-cooked-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074350",
                "product_json_route": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-furrows-sea-salted-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074350",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salted-crisps-150g-5060042643325-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074351",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074350&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074350",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells furrows sea salted crisps 150g tyrrells 5060042643325 crisp 5060042643325 default blend default crinkle and ridge cut crisps hand cooked crisps ready salted and sea salt sharing bags 1074350 tyrrells furrows sea salted crisps 150g 5060042643325 tyrrells https crisps biz product tyrrells furrows sea salted crisps 150g crinkle and ridge cut crisps hand cooked crisps ready salted and sea salt sharing bags tyrrells furrows sea salted crisps 150g no blend 150 3 6 2 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crinkle cut crisps crisps hand cooked crisps ready salted crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0cea6d786687590d8b57cb6f576064aae2e33adf001dd1944df0e4ecb815873b"
            }
        },
        {
            "product_id": "1074355",
            "name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
            "brand": "Tyrrells",
            "brand_entities": [
                {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                }
            ],
            "categories": [
                "Crinkle and ridge cut",
                "Crisps",
                "Hand cooked crisps",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2092,
                    "name": "Crinkle and ridge cut",
                    "slug": "crinkle-cut-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2091,
                    "name": "Hand cooked crisps",
                    "slug": "hand-cooked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060042643509",
            "sku": "CRISP-5060042643509",
            "slug": "tyrrells-furrows-sea-salt-and-vinegar-crisps-150g",
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            "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "product_json_route": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/.json",
            "product_markdown_route": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074355",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 150,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "buy_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "human_purchase_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "buy_card_route": "https://crisps.biz/buy-card/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "buy_card_url": "https://crisps.biz/buy-card/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074356",
                "attachment_id": 1074356,
                "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41125,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074356",
                    "attachment_id": 1074356,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074356",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2166,
                    "name": "Tyrrells",
                    "slug": "tyrrells",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/tyrrells/"
                },
                "categories": [
                    {
                        "term_id": 2092,
                        "name": "Crinkle and ridge cut",
                        "slug": "crinkle-cut-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/crinkle-cut-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2091,
                        "name": "Hand cooked crisps",
                        "slug": "hand-cooked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/hand-cooked-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074355",
                "same_brand_products": [
                    {
                        "product_id": "1074348",
                        "name": "Tyrrells Smoked Paprika Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042642052",
                        "sku": "CRISP-5060042642052",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-smoked-paprika-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-smoked-paprika-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074350",
                        "name": "Tyrrells Furrows Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042643325",
                        "sku": "CRISP-5060042643325",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074342",
                        "name": "Tyrrells Sweet Chilli and Red Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641413",
                        "sku": "CRISP-5060042641413",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sweet-chilli-and-red-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074346",
                        "name": "Tyrrells Cheddar Cheese and Chive Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641437",
                        "sku": "CRISP-5060042641437",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-cheddar-cheese-and-chive-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074336",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 40g",
                        "brand": "Tyrrells",
                        "gtin": "5060042640744",
                        "sku": "CRISP-5060042640744",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-40g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-40g/",
                        "price": "2.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074338",
                        "name": "Tyrrells Lightly Sea Salted Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641000",
                        "sku": "CRISP-5060042641000",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-lightly-sea-salted-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-lightly-sea-salted-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.5,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074340",
                        "name": "Tyrrells Sea Salt and Cider Vinegar Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5060042641406",
                        "sku": "CRISP-5060042641406",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-cider-vinegar-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073699",
                        "name": "Tyrrells Sea Salt and Black Pepper Crisps, 150g",
                        "brand": "Tyrrells",
                        "gtin": "5000237208410",
                        "sku": "CRISP-5000237208410",
                        "canonical_product_url": "https://crisps.biz/product/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "checkout_url": "https://crisps.biz/buy/tyrrells-sea-salt-and-black-pepper-crisps-150g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074355",
                    "product_name": "Tyrrells Furrows Sea Salt and Vinegar Crisps, 150g",
                    "gtin": "5060042643509",
                    "brand": "Tyrrells",
                    "product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                    "sub_type": "Crinkle and ridge cut, Crisps, Hand cooked crisps, Salt and vinegar, Sharing bags",
                    "variant_or_style": "tyrrells-furrows-sea-salt-and-vinegar-crisps-150g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Tyrrells",
                    "brand_slugs": [
                        "tyrrells"
                    ],
                    "category_slugs": [
                        "crinkle-cut-crisps",
                        "crisps",
                        "hand-cooked-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074355",
                "product_json_route": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/.json",
                "product_markdown_route": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/.md",
                "checkout_url": "https://crisps.biz/buy/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                "buy_card_route": "https://crisps.biz/buy-card/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                "citation_anchor": "https://crisps.biz/product/tyrrells-furrows-sea-salt-and-vinegar-crisps-150g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074355",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-tyrrells-furrows-sea-salt-and-vinegar-crisps-150g-5060042643509-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074356",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074355&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074355",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " tyrrells furrows sea salt and vinegar crisps 150g tyrrells 5060042643509 crisp 5060042643509 default blend default crinkle and ridge cut crisps hand cooked crisps salt and vinegar sharing bags 1074355 tyrrells furrows sea salt and vinegar crisps 150g 5060042643509 tyrrells https crisps biz product tyrrells furrows sea salt and vinegar crisps 150g crinkle and ridge cut crisps hand cooked crisps salt and vinegar sharing bags tyrrells furrows sea salt and vinegar crisps 150g no blend 150 3 6 2 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 tyrrells tyrrells crinkle cut crisps crisps hand cooked crisps salt and vinegar crisps sharing bags default mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b619c622c8d8dcc0d1473f58b315ea130ed91556b00d1c47eeaa41ae4840cc51"
            }
        },
        {
            "product_id": "1074358",
            "name": "Capsicana Lightly Salted Tortilla Chips, 170g",
            "brand": "Capsicana",
            "brand_entities": [
                {
                    "term_id": 2191,
                    "name": "Capsicana",
                    "slug": "capsicana",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/capsicana/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5060230051338",
            "sku": "CRISP-5060230051338",
            "slug": "capsicana-lightly-salted-tortilla-chips-170g",
            "short_description": "A 170g sharing bag of Capsicana Tortilla Chips Lightly Salted: three ingredients, wholegrain corn at 73%, sunflower oil and salt. The listing says the corn is prepared by nixtamalisation, the traditional Mexican method. The label gives 178 kcal and 0.26g of salt for a 34g serving.The pack says the chips are gluten free, made with wholegrain corn and suitable for vegetarians.The pack's allergy advice says it may contain milk and soya.Allergens. No allergens are highlighted in the published ingredients; may contain milk and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/",
            "product_json_route": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/.json",
            "product_markdown_route": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074358",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8823529411764706,
                "weight_g": 170,
                "comparison_price_gbp": 1.8823529411764706,
                "comparison_unit": "100g",
                "pack_label": "170g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 1.8823529411764706,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/capsicana-lightly-salted-tortilla-chips-170g/",
            "buy_url": "https://crisps.biz/buy/capsicana-lightly-salted-tortilla-chips-170g/",
            "human_purchase_url": "https://crisps.biz/buy/capsicana-lightly-salted-tortilla-chips-170g/",
            "buy_card_route": "https://crisps.biz/buy-card/capsicana-lightly-salted-tortilla-chips-170g/",
            "buy_card_url": "https://crisps.biz/buy-card/capsicana-lightly-salted-tortilla-chips-170g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Capsicana Lightly Salted Tortilla Chips, 170g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074359",
                "attachment_id": 1074359,
                "relative_upload_path": "2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 48935,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074359",
                    "attachment_id": 1074359,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074359",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2191,
                    "name": "Capsicana",
                    "slug": "capsicana",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/capsicana/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074358",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074358",
                    "product_name": "Capsicana Lightly Salted Tortilla Chips, 170g",
                    "gtin": "5060230051338",
                    "brand": "Capsicana",
                    "product_url": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Sharing bags, Tortilla chips",
                    "variant_or_style": "capsicana-lightly-salted-tortilla-chips-170g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "170",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "1.8823529411765",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Capsicana",
                    "brand_slugs": [
                        "capsicana"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074358",
                "product_json_route": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/.md",
                "checkout_url": "https://crisps.biz/buy/capsicana-lightly-salted-tortilla-chips-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/capsicana-lightly-salted-tortilla-chips-170g/",
                "citation_anchor": "https://crisps.biz/product/capsicana-lightly-salted-tortilla-chips-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074358",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-capsicana-lightly-salted-tortilla-chips-170g-5060230051338-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074359",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074358&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074358",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " capsicana lightly salted tortilla chips 170g capsicana 5060230051338 crisp 5060230051338 default blend default crisps ready salted and sea salt sharing bags tortilla chips 1074358 capsicana lightly salted tortilla chips 170g 5060230051338 capsicana https crisps biz product capsicana lightly salted tortilla chips 170g crisps ready salted and sea salt sharing bags tortilla chips capsicana lightly salted tortilla chips 170g no blend 170 3 2 1 8823529411765 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 capsicana capsicana crisps ready salted crisps sharing bags tortilla chips default mid 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "369fc7615f259976b06625181d93d34a4e02b27280622e308807a92e5a7d6e5a"
            }
        },
        {
            "product_id": "1074363",
            "name": "Proper Sea Salt Lentil Chips, 85g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
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                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-85g/",
            "product_json_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-85g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074363",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.5294117647058822,
                "weight_g": 85,
                "comparison_price_gbp": 3.5294117647058822,
                "comparison_unit": "100g",
                "pack_label": "85g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.5294117647058822,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-85g/",
            "buy_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-85g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Sea Salt Lentil Chips, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074364",
                "attachment_id": 1074364,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44364,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074364",
                    "attachment_id": 1074364,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-85g-5060283762199-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074364",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-sea-salt-lentil-chips-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074363",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
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                            "rating_scale": "0-5",
                            "note": null,
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                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
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            "catalogue_enrichment": {
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "stock_level": "instock",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    ],
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                }
            },
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                "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-85g/",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074367",
                    "attachment_id": 1074367,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-barbecue-lentil-chips-85g-5060283762212-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-barbecue-lentil-chips-85g-5060283762212-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074367",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074366",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
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                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5060283762212",
                    "brand": "Proper",
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                    "country_of_origin": "blend",
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                    "kosher": "",
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                    "bitterness": "",
                    "mouthfeel": "",
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                    "stock_level": "instock",
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                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
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                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
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                    "country_of_origin": "derived_runtime",
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                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
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                        "lentil-and-veg-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
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                },
                "hard_filters": {
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                    "rainforest_alliance": "",
                    "focus_friendly": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
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                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074366",
                "product_json_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-barbecue-lentil-chips-85g/",
                "citation_anchor": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074366",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-85g-5060283762212-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074366",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
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                    "contains_nuts",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
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                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
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            ],
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                "Multipacks",
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                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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            ],
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            "product_json_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-5-x-14g/.json",
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            "human_purchase_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-5-x-14g/",
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                    "webp": {
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                            "jsonld": false,
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
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                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074369",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
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                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
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                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
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                            "guaranteed available"
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                        "allowed_surfaces": [
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                            "buy-card",
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                        ],
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                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.agent.action": {
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                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
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                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
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                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
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                            "cheapest",
                            "remarkable value",
                            "premium at value"
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                        "allowed_surfaces": [
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                            "products-json",
                            "ai",
                            "recommendation"
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                        "provenance_required": true,
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                            "delivery",
                            "ai"
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                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "organic",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-5-x-14g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074368",
                "product_json_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-5-x-14g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-5-x-14g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-5-x-14g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-barbecue-lentil-chips-5-x-14g/",
                "citation_anchor": "https://crisps.biz/product/proper-barbecue-lentil-chips-5-x-14g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074368",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-5-x-14g-5060283762359-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074369",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074368&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074368",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper barbecue lentil chips 5 x 14g proper 5060283762359 crisp 5060283762359 default blend default crisps lentil pulse and veg multipacks sweet and savoury 1074368 proper barbecue lentil chips 5 x 14g 5060283762359 proper https crisps biz product proper barbecue lentil chips 5 x 14g crisps lentil pulse and veg multipacks sweet and savoury proper barbecue lentil chips 5 x 14g no blend 14 3 21 428571428571 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps lentil and veg crisps crisp multipacks sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "96ee980fc947d08de4b658e7710f5c49353a4fca70a50e7fbcbc131c84ec6c47"
            }
        },
        {
            "product_id": "1074370",
            "name": "Proper Salt and Vinegar Lentil Chips, 5 x 14g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Multipacks",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5060283762366",
            "sku": "CRISP-5060283762366",
            "slug": "proper-salt-and-vinegar-lentil-chips-5-x-14g",
            "short_description": "Five 14g bags of Proper Salt and Vinegar lentil chips, 70g in all, seasoned with apple cider vinegar and spirit vinegar. Worked out from the label's per 100g values, each bag is about 65 kcal with 0.4g of salt.The pack says the chips are suitable for vegans, carries a gluten free claim and states no palm oil. Salt is high on the front of pack scale at 2.83g per 100g.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "product_json_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074370",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 21.428571428571427,
                "weight_g": 14,
                "comparison_price_gbp": 21.428571428571427,
                "comparison_unit": "100g",
                "pack_label": "14g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 21.428571428571427,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "buy_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Salt and Vinegar Lentil Chips, 5 x 14g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074371",
                "attachment_id": 1074371,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49132,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074371",
                    "attachment_id": 1074371,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074371",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074370",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074370",
                    "product_name": "Proper Salt and Vinegar Lentil Chips, 5 x 14g",
                    "gtin": "5060283762366",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Salt and vinegar",
                    "variant_or_style": "proper-salt-and-vinegar-lentil-chips-5-x-14g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "14",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "21.428571428571",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074370",
                "product_json_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
                "citation_anchor": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-5-x-14g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074370",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-5-x-14g-5060283762366-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074371",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074370&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074370",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper salt and vinegar lentil chips 5 x 14g proper 5060283762366 crisp 5060283762366 default blend default crisps lentil pulse and veg multipacks salt and vinegar 1074370 proper salt and vinegar lentil chips 5 x 14g 5060283762366 proper https crisps biz product proper salt and vinegar lentil chips 5 x 14g crisps lentil pulse and veg multipacks salt and vinegar proper salt and vinegar lentil chips 5 x 14g no blend 14 3 21 428571428571 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps lentil and veg crisps crisp multipacks salt and vinegar crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c89033129cca98613d6909bab69f2070577ee2a0bcc7cf8c500971db31aa09d0"
            }
        },
        {
            "product_id": "1074372",
            "name": "Proper Salt and Vinegar Lentil Chips, 85g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Salt and vinegar",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060283762427",
            "sku": "CRISP-5060283762427",
            "slug": "proper-salt-and-vinegar-lentil-chips-85g",
            "short_description": "An 85g sharing bag of Proper Salt and Vinegar lentil chips, seasoned with apple cider vinegar and spirit vinegar. The label counts four 20g servings of 93 kcal each.The pack says the chips are suitable for vegans, carries a gluten free claim and states no palm oil. Salt is high on the front of pack scale at 2.83g per 100g, the highest of the Proper chips we stock.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
            "product_json_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074372",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.5294117647058822,
                "weight_g": 85,
                "comparison_price_gbp": 3.5294117647058822,
                "comparison_unit": "100g",
                "pack_label": "85g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.5294117647058822,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
            "buy_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-salt-and-vinegar-lentil-chips-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-salt-and-vinegar-lentil-chips-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Salt and Vinegar Lentil Chips, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074373",
                "attachment_id": 1074373,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45515,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074373",
                    "attachment_id": 1074373,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074373",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074372",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
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                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
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                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
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                    "variant_or_style": "proper-salt-and-vinegar-lentil-chips-85g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "packaging_type": "",
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                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074372",
                "product_json_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-salt-and-vinegar-lentil-chips-85g/",
                "citation_anchor": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074372",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-salt-and-vinegar-lentil-chips-85g-5060283762427-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074373",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074372&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074372",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper salt and vinegar lentil chips 85g proper 5060283762427 crisp 5060283762427 default blend default crisps lentil pulse and veg salt and vinegar sharing bags 1074372 proper salt and vinegar lentil chips 85g 5060283762427 proper https crisps biz product proper salt and vinegar lentil chips 85g crisps lentil pulse and veg salt and vinegar sharing bags proper salt and vinegar lentil chips 85g no blend 85 3 3 5294117647059 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps lentil and veg crisps salt and vinegar crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "42a7db5887e68a2595c61cd274f7af7d43e6724bd389714d5d942fbce6124991"
            }
        },
        {
            "product_id": "1074374",
            "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Multipacks",
                "Ready salted and sea salt"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                }
            ],
            "gtin": "5060283762649",
            "sku": "CRISP-5060283762649",
            "slug": "proper-sea-salt-lentil-chips-5-x-14g",
            "short_description": "Five 14g bags of Proper Sea Salt lentil chips, 70g in all, the plainest Proper in lunchbox bags. The label gives 68 kcal and 0.26g of salt for each bag.The ingredients are lentil flour, potato starch, sunflower and rapeseed oils, corn flour and salt. The pack says the chips are suitable for vegans, carries a gluten free claim and states no palm oil.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
            "product_json_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074374",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 21.428571428571427,
                "weight_g": 14,
                "comparison_price_gbp": 21.428571428571427,
                "comparison_unit": "100g",
                "pack_label": "14g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 21.428571428571427,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
            "buy_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-5-x-14g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-5-x-14g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Sea Salt Lentil Chips, 5 x 14g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074375",
                "attachment_id": 1074375,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36990,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074375",
                    "attachment_id": 1074375,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074375",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074374",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074374",
                    "product_name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                    "gtin": "5060283762649",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Ready salted and sea salt",
                    "variant_or_style": "proper-sea-salt-lentil-chips-5-x-14g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "14",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "21.428571428571",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074374",
                "product_json_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-5-x-14g/",
                "citation_anchor": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074374",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-5-x-14g-5060283762649-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074375",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074374&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074374",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper sea salt lentil chips 5 x 14g proper 5060283762649 crisp 5060283762649 default blend default crisps lentil pulse and veg multipacks ready salted and sea salt 1074374 proper sea salt lentil chips 5 x 14g 5060283762649 proper https crisps biz product proper sea salt lentil chips 5 x 14g crisps lentil pulse and veg multipacks ready salted and sea salt proper sea salt lentil chips 5 x 14g no blend 14 3 21 428571428571 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps lentil and veg crisps crisp multipacks ready salted crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "452f41128619e274575b8c5bb9dda4cf4f20b8b2c09dd8212ac0d3b582eee0a2"
            }
        },
        {
            "product_id": "1074376",
            "name": "Proper Barbecue Lentil Chips, 31g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Single bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5060283763004",
            "sku": "CRISP-5060283763004",
            "slug": "proper-barbecue-lentil-chips-31g",
            "short_description": "A 31g bag of Proper Barbecue lentil chips, with a sweet, smoky seasoning of smoked chipotle pepper, onion, garlic and tomato. The label gives 145 kcal and 0.74g of salt for the bag.The pack says the chips are suitable for vegans, carries a gluten free claim and states no palm oil. No allergens are highlighted in the ingredients. Salt is high on the front of pack scale at 2.39g per 100g.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
            "product_json_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074376",
            "price": "2.20",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 7.096774193548388,
                "weight_g": 31,
                "comparison_price_gbp": 7.096774193548388,
                "comparison_unit": "100g",
                "pack_label": "31g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 7.096774193548388,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
            "buy_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-barbecue-lentil-chips-31g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-barbecue-lentil-chips-31g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Barbecue Lentil Chips, 31g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074377",
                "attachment_id": 1074377,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 54355,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074377",
                    "attachment_id": 1074377,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074377",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074376",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074376",
                    "product_name": "Proper Barbecue Lentil Chips, 31g",
                    "gtin": "5060283763004",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Single bags, Sweet and savoury",
                    "variant_or_style": "proper-barbecue-lentil-chips-31g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "31",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "7.0967741935484",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "single-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074376",
                "product_json_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-barbecue-lentil-chips-31g/",
                "citation_anchor": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074376",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-barbecue-lentil-chips-31g-5060283763004-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074377",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074376&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074376",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper barbecue lentil chips 31g proper 5060283763004 crisp 5060283763004 default blend default crisps lentil pulse and veg single bags sweet and savoury 1074376 proper barbecue lentil chips 31g 5060283763004 proper https crisps biz product proper barbecue lentil chips 31g crisps lentil pulse and veg single bags sweet and savoury proper barbecue lentil chips 31g no blend 31 2 2 7 0967741935484 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps lentil and veg crisps single bags sweet and savoury crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5c04584e72d3c4365db3ae51d8624485098791a3293f6de7073143b2e4d7ced9"
            }
        },
        {
            "product_id": "1074378",
            "name": "Proper Sea Salt Lentil Chips, 31g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Ready salted and sea salt",
                "Single bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2112,
                    "name": "Single bags",
                    "slug": "single-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                }
            ],
            "gtin": "5060283763011",
            "sku": "CRISP-5060283763011",
            "slug": "proper-sea-salt-lentil-chips-31g",
            "short_description": "A 31g bag of Proper Sea Salt lentil chips, the plainest Proper, seasoned with sea salt and salt. The label gives 149 kcal and 0.5g of salt for the bag.The ingredients are lentil flour, potato starch, corn flour, rapeseed and sunflower oils, sea salt and salt. The pack says the chips are suitable for vegans and carries a gluten free claim. At 1.62g of salt per 100g, it is the lowest salt Proper we stock.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
            "product_json_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074378",
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            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
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            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
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                "comparison_price_gbp": 7.096774193548388,
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                "pack_label": "31g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 7.096774193548388,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
            "buy_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-31g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-31g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Sea Salt Lentil Chips, 31g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074379",
                "attachment_id": 1074379,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 53714,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074379",
                    "attachment_id": 1074379,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074379",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2112,
                        "name": "Single bags",
                        "slug": "single-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/single-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074378",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
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                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
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                    "contains_nuts",
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                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
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                    "variant_or_style": "proper-sea-salt-lentil-chips-31g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "kosher": "",
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                    "food_pairings": "",
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                    "contains_gluten": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
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                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "ready-salted-crisps",
                        "single-bags"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
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                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074378",
                "product_json_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-sea-salt-lentil-chips-31g/",
                "citation_anchor": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074378",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-sea-salt-lentil-chips-31g-5060283763011-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074378",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
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                    "organic",
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                    "contains_nuts",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
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            ],
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            },
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            "availability": "https://schema.org/InStock",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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            "buy_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-prawn-cocktail-lentil-chips-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-prawn-cocktail-lentil-chips-85g/",
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                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074381",
                "attachment_id": 1074381,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47318,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074381",
                    "attachment_id": 1074381,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074381",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074380",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5060283763097",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
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                    "variant_or_style": "proper-prawn-cocktail-lentil-chips-85g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "85",
                    "servings_per_pack": null,
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                    "price_per_100g_gbp": "3.5294117647059",
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
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                    "traditional_use": "",
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                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
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                    "flavour_notes": "derived_runtime",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "prawn-cocktail-crisps",
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                    ]
                },
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                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074380",
                "product_json_route": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-prawn-cocktail-lentil-chips-85g/",
                "citation_anchor": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074380",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-85g-5060283763097-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074380",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                "catalogue_missing_field_count": 54,
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                    "servings_per_pack",
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                    "organic",
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                    "occasion_tags",
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                    "occasion_pairings",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
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            "identifier_priority_used": "agent_index",
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                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
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                    "canonical_image_url",
                    "citation_anchor",
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            "product_json_route": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/.md",
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            },
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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            "human_purchase_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-all-the-cheese-lentil-chips-85g/",
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                    "webp": {
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                        "authority": "crisps Image Estate Authority",
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                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074383",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074382",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074382",
                    "product_name": "Proper All the Cheese Lentil Chips, 85g",
                    "gtin": "5060283763509",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                    "sub_type": "Cheesy, Crisps, Lentil, pulse and veg, Sharing bags",
                    "variant_or_style": "proper-all-the-cheese-lentil-chips-85g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "85",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "3.5294117647059",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074382",
                "product_json_route": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-all-the-cheese-lentil-chips-85g/",
                "citation_anchor": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074382",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-all-the-cheese-lentil-chips-85g-5060283763509-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074383",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074382&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074382",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper all the cheese lentil chips 85g proper 5060283763509 crisp 5060283763509 default blend default cheesy crisps lentil pulse and veg sharing bags 1074382 proper all the cheese lentil chips 85g 5060283763509 proper https crisps biz product proper all the cheese lentil chips 85g cheesy crisps lentil pulse and veg sharing bags proper all the cheese lentil chips 85g no blend 85 3 3 5294117647059 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper cheesy crisps crisps lentil and veg crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b1cd0a3b788151b53c3e7e61cde76fc31396be8af6f7a773b614e422b0b234fe"
            }
        },
        {
            "product_id": "1074384",
            "name": "Proper Hot Sauce House Lentil Chips, 85g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Lentil, pulse and veg",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060283763929",
            "sku": "CRISP-5060283763929",
            "slug": "proper-hot-sauce-house-lentil-chips-85g",
            "short_description": "An 85g bag of Proper Hot Sauce House, lentil chips with a hot sauce seasoning of cayenne and jalapeño chilli, garlic, onion, tomato and spirit vinegar powder. The label gives 94 kcal and 0.43g of salt for a 20g serving.The pack says the chips are suitable for vegans and carries a gluten free claim. No allergens are highlighted in the ingredients. Salt is high on the front of pack scale at 2.13g per 100g.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
            "product_json_route": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074384",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.5294117647058822,
                "weight_g": 85,
                "comparison_price_gbp": 3.5294117647058822,
                "comparison_unit": "100g",
                "pack_label": "85g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.5294117647058822,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
            "buy_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-hot-sauce-house-lentil-chips-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-hot-sauce-house-lentil-chips-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Hot Sauce House Lentil Chips, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074385",
                "attachment_id": 1074385,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 47708,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074385",
                    "attachment_id": 1074385,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074385",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074384",
                "same_brand_products": [
                    {
                        "product_id": "1074386",
                        "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283764018",
                        "sku": "CRISP-5060283764018",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074384",
                    "product_name": "Proper Hot Sauce House Lentil Chips, 85g",
                    "gtin": "5060283763929",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                    "sub_type": "Crisps, Hot and spicy, Lentil, pulse and veg, Sharing bags",
                    "variant_or_style": "proper-hot-sauce-house-lentil-chips-85g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "85",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "3.5294117647059",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074384",
                "product_json_route": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-hot-sauce-house-lentil-chips-85g/",
                "citation_anchor": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074384",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-hot-sauce-house-lentil-chips-85g-5060283763929-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074385",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074384&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074384",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper hot sauce house lentil chips 85g proper 5060283763929 crisp 5060283763929 default blend default crisps hot and spicy lentil pulse and veg sharing bags 1074384 proper hot sauce house lentil chips 85g 5060283763929 proper https crisps biz product proper hot sauce house lentil chips 85g crisps hot and spicy lentil pulse and veg sharing bags proper hot sauce house lentil chips 85g no blend 85 3 3 5294117647059 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps spicy crisps lentil and veg crisps sharing bags default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "28ef59c57c563ab8a94c70fb752b3d1ebb8325fc2dc58f7d177bd2b920362214"
            }
        },
        {
            "product_id": "1074386",
            "name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
            "brand": "Proper",
            "brand_entities": [
                {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Multipacks",
                "Prawn cocktail and seafood"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                }
            ],
            "gtin": "5060283764018",
            "sku": "CRISP-5060283764018",
            "slug": "proper-prawn-cocktail-lentil-chips-5-x-14g",
            "short_description": "Five 14g bags of Proper Prawn Cocktail lentil chips, 70g in all, sized for lunchboxes and small appetites. The label gives 65 kcal and 0.28g of salt for each small bag.The tangy seasoning uses sugar, citric acid, tomato, onion, garlic, black pepper and Chilean salt, with no seafood of any kind. The pack says the chips are suitable for vegans and carries a gluten free claim.Allergens. No allergens are highlighted in the published ingredients; may contain soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "product_json_route": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/.json",
            "product_markdown_route": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074386",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 21.428571428571427,
                "weight_g": 14,
                "comparison_price_gbp": 21.428571428571427,
                "comparison_unit": "100g",
                "pack_label": "14g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 21.428571428571427,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "buy_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "human_purchase_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "buy_card_route": "https://crisps.biz/buy-card/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "buy_card_url": "https://crisps.biz/buy-card/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Proper Prawn Cocktail Lentil Chips, 5 x 14g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074387",
                "attachment_id": 1074387,
                "relative_upload_path": "2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34163,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074387",
                    "attachment_id": 1074387,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074387",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2192,
                    "name": "Proper",
                    "slug": "proper",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/proper/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074386",
                "same_brand_products": [
                    {
                        "product_id": "1074384",
                        "name": "Proper Hot Sauce House Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763929",
                        "sku": "CRISP-5060283763929",
                        "canonical_product_url": "https://crisps.biz/product/proper-hot-sauce-house-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-hot-sauce-house-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074378",
                        "name": "Proper Sea Salt Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763011",
                        "sku": "CRISP-5060283763011",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074380",
                        "name": "Proper Prawn Cocktail Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763097",
                        "sku": "CRISP-5060283763097",
                        "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074382",
                        "name": "Proper All the Cheese Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283763509",
                        "sku": "CRISP-5060283763509",
                        "canonical_product_url": "https://crisps.biz/product/proper-all-the-cheese-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-all-the-cheese-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074372",
                        "name": "Proper Salt and Vinegar Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762427",
                        "sku": "CRISP-5060283762427",
                        "canonical_product_url": "https://crisps.biz/product/proper-salt-and-vinegar-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-salt-and-vinegar-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074374",
                        "name": "Proper Sea Salt Lentil Chips, 5 x 14g",
                        "brand": "Proper",
                        "gtin": "5060283762649",
                        "sku": "CRISP-5060283762649",
                        "canonical_product_url": "https://crisps.biz/product/proper-sea-salt-lentil-chips-5-x-14g/",
                        "checkout_url": "https://crisps.biz/buy/proper-sea-salt-lentil-chips-5-x-14g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074376",
                        "name": "Proper Barbecue Lentil Chips, 31g",
                        "brand": "Proper",
                        "gtin": "5060283763004",
                        "sku": "CRISP-5060283763004",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-31g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-31g/",
                        "price": "2.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074366",
                        "name": "Proper Barbecue Lentil Chips, 85g",
                        "brand": "Proper",
                        "gtin": "5060283762212",
                        "sku": "CRISP-5060283762212",
                        "canonical_product_url": "https://crisps.biz/product/proper-barbecue-lentil-chips-85g/",
                        "checkout_url": "https://crisps.biz/buy/proper-barbecue-lentil-chips-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074386",
                    "product_name": "Proper Prawn Cocktail Lentil Chips, 5 x 14g",
                    "gtin": "5060283764018",
                    "brand": "Proper",
                    "product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Prawn cocktail and seafood",
                    "variant_or_style": "proper-prawn-cocktail-lentil-chips-5-x-14g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "14",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "21.428571428571",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Proper",
                    "brand_slugs": [
                        "proper"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "prawn-cocktail-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074386",
                "product_json_route": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/.json",
                "product_markdown_route": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/.md",
                "checkout_url": "https://crisps.biz/buy/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                "buy_card_route": "https://crisps.biz/buy-card/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                "citation_anchor": "https://crisps.biz/product/proper-prawn-cocktail-lentil-chips-5-x-14g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074386",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-proper-prawn-cocktail-lentil-chips-5-x-14g-5060283764018-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074387",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074386&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074386",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " proper prawn cocktail lentil chips 5 x 14g proper 5060283764018 crisp 5060283764018 default blend default crisps lentil pulse and veg multipacks prawn cocktail and seafood 1074386 proper prawn cocktail lentil chips 5 x 14g 5060283764018 proper https crisps biz product proper prawn cocktail lentil chips 5 x 14g crisps lentil pulse and veg multipacks prawn cocktail and seafood proper prawn cocktail lentil chips 5 x 14g no blend 14 3 21 428571428571 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 proper proper crisps lentil and veg crisps crisp multipacks prawn cocktail crisps default budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e2b22cee17b3f811e100324aebe46726906917342dabcb9b45be2312bb36b576"
            }
        },
        {
            "product_id": "1074388",
            "name": "Popchips Sea Salt Crisps, 85g",
            "brand": "Popchips",
            "brand_entities": [
                {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                }
            ],
            "categories": [
                "Crisps",
                "Popped and baked",
                "Potato crisps",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060292308104",
            "sku": "CRISP-5060292308104",
            "slug": "popchips-sea-salt-crisps-85g",
            "short_description": "An 85g sharing bag of Popchips Sea Salt: popped potato chips made from dried potato, rice flour, potato starch and sunflower oil, lightly seasoned with salt, sea salt and natural flavouring. The pack gives 99 kcal (415 kJ) for a 23g serving and suggests three to four servings.The pack says the chips are suitable for vegans and vegetarians, carries a gluten free claim and states no artificial flavours or colours. No allergens are highlighted in the ingredients.The pack says the chips are popped, not fried, and the label gives 0.73g of salt per 100g. A plain, light chip, it suits any dip. Once opened, the pack advises an airtight container.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
            "product_json_route": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074388",
            "price": "3.20",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.764705882352941,
                "weight_g": 85,
                "comparison_price_gbp": 3.764705882352941,
                "comparison_unit": "100g",
                "pack_label": "85g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 3.764705882352941,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
            "buy_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
            "human_purchase_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/popchips-sea-salt-crisps-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/popchips-sea-salt-crisps-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Popchips Sea Salt Crisps, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074389",
                "attachment_id": 1074389,
                "relative_upload_path": "2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45297,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074389",
                    "attachment_id": 1074389,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074389",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074388",
                "same_brand_products": [
                    {
                        "product_id": "1074392",
                        "name": "Popchips Sea Salt and Vinegar Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308500",
                        "sku": "CRISP-5060292308500",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074394",
                        "name": "Popchips Sour Cream and Onion Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308708",
                        "sku": "CRISP-5060292308708",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074390",
                        "name": "Popchips Barbeque Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308203",
                        "sku": "CRISP-5060292308203",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073672",
                        "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237207154",
                        "sku": "CRISP-5000237207154",
                        "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073619",
                        "name": "Popchips Barbeque Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134580",
                        "sku": "CRISP-5000237134580",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073621",
                        "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134603",
                        "sku": "CRISP-5000237134603",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074388",
                    "product_name": "Popchips Sea Salt Crisps, 85g",
                    "gtin": "5060292308104",
                    "brand": "Popchips",
                    "product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                    "sub_type": "Crisps, Popped and baked, Potato crisps, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "popchips-sea-salt-crisps-85g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "85",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "3.7647058823529",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Popchips",
                    "brand_slugs": [
                        "popchips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074388",
                "product_json_route": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/.md",
                "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/popchips-sea-salt-crisps-85g/",
                "citation_anchor": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074388",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-crisps-85g-5060292308104-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074389",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074388&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074388",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
        {
            "product_id": "1074390",
            "name": "Popchips Barbeque Crisps, 85g",
            "brand": "Popchips",
            "brand_entities": [
                {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                }
            ],
            "categories": [
                "Crisps",
                "Popped and baked",
                "Potato crisps",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5060292308203",
            "sku": "CRISP-5060292308203",
            "slug": "popchips-barbeque-crisps-85g",
            "short_description": "An 85g sharing bag of Popchips Barbeque: popped potato chips made from dried potato, rice flour and sunflower oil, with a sweet and spicy barbecue seasoning. The label suggests three 25g servings, at 100 kcal and 0.15g of salt each.The seasoning uses sugar, onion, tomato, smoked paprika, red chilli pepper, garlic and yeast, with smoked maltodextrin for the smoke. The pack says the chips are suitable for vegans and vegetarians and carries a gluten free claim, and no allergens are highlighted in the ingredients.At 0.64g of salt per 100g, it is the lowest salt of the Popchips we stock. The pack says the chips are popped, not fried; once opened, it advises an airtight container.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
            "product_json_route": "https://crisps.biz/product/popchips-barbeque-crisps-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/popchips-barbeque-crisps-85g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074390",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.5294117647058822,
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                "comparison_price_gbp": 3.5294117647058822,
                "comparison_unit": "100g",
                "pack_label": "85g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.5294117647058822,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
            "buy_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
            "human_purchase_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/popchips-barbeque-crisps-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/popchips-barbeque-crisps-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Popchips Barbeque Crisps, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074391",
                "attachment_id": 1074391,
                "relative_upload_path": "2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 48593,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074391",
                    "attachment_id": 1074391,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-barbeque-crisps-85g-5060292308203-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074391",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074390",
                "same_brand_products": [
                    {
                        "product_id": "1074392",
                        "name": "Popchips Sea Salt and Vinegar Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308500",
                        "sku": "CRISP-5060292308500",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074394",
                        "name": "Popchips Sour Cream and Onion Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308708",
                        "sku": "CRISP-5060292308708",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074388",
                        "name": "Popchips Sea Salt Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308104",
                        "sku": "CRISP-5060292308104",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073672",
                        "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237207154",
                        "sku": "CRISP-5000237207154",
                        "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073619",
                        "name": "Popchips Barbeque Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134580",
                        "sku": "CRISP-5000237134580",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073621",
                        "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134603",
                        "sku": "CRISP-5000237134603",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "intensity",
                    "astringency",
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                    "sweetness",
                    "bitterness",
                    "mouthfeel",
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                    "food_pairings",
                    "occasion_pairings",
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                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Popchips Barbeque Crisps, 85g",
                    "gtin": "5060292308203",
                    "brand": "Popchips",
                    "product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
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                    "variant_or_style": "popchips-barbeque-crisps-85g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "food_pairings": "missing_pending_catalogue_csv",
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                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Popchips",
                    "brand_slugs": [
                        "popchips"
                    ],
                    "category_slugs": [
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                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
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                "hard_filters": {
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                    "fairtrade": "",
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                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
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                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
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                    "sweetness": "",
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                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074390",
                "product_json_route": "https://crisps.biz/product/popchips-barbeque-crisps-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/popchips-barbeque-crisps-85g/.md",
                "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/popchips-barbeque-crisps-85g/",
                "citation_anchor": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074390",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074390",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
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                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
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            "price_gbp": 3,
            "regular_price_gbp": 3.75,
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                "version": 1,
                "servings": null,
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                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 3.5294117647058822,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.5294117647058822,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
            "buy_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
            "human_purchase_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/popchips-sea-salt-and-vinegar-crisps-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/popchips-sea-salt-and-vinegar-crisps-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Popchips Sea Salt and Vinegar Crisps, 85g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074393",
                "attachment_id": 1074393,
                "relative_upload_path": "2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46145,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074393",
                    "attachment_id": 1074393,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sea-salt-and-vinegar-crisps-85g-5060292308500-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074393",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074392",
                "same_brand_products": [
                    {
                        "product_id": "1074394",
                        "name": "Popchips Sour Cream and Onion Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308708",
                        "sku": "CRISP-5060292308708",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "brand": "Popchips",
                        "gtin": "5060292308104",
                        "sku": "CRISP-5060292308104",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074390",
                        "name": "Popchips Barbeque Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308203",
                        "sku": "CRISP-5060292308203",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                        "brand": "Popchips",
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                        "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073621",
                        "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134603",
                        "sku": "CRISP-5000237134603",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
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                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "gtin": "8426944000296",
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                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
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                        }
                    },
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                            "rating_scale": "0-5",
                            "note": null,
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                        }
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                            "note": null,
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                        }
                    },
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                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
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                    "_crisps_catalogue_{field}",
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
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                    "variant_or_style": "derived_runtime",
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                    "country_of_origin": "derived_runtime",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
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                }
            },
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                "product_markdown_route": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/.md",
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                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074395",
                    "attachment_id": 1074395,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-85g-5060292308708-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-85g-5060292308708-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074395",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2161,
                    "name": "Popchips",
                    "slug": "popchips",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/popchips/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2108,
                        "name": "Herby and deli",
                        "slug": "deli-flavour-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/deli-flavour-crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074394",
                "same_brand_products": [
                    {
                        "product_id": "1074392",
                        "name": "Popchips Sea Salt and Vinegar Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308500",
                        "sku": "CRISP-5060292308500",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-and-vinegar-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074388",
                        "name": "Popchips Sea Salt Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308104",
                        "sku": "CRISP-5060292308104",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sea-salt-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sea-salt-crisps-85g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074390",
                        "name": "Popchips Barbeque Crisps, 85g",
                        "brand": "Popchips",
                        "gtin": "5060292308203",
                        "sku": "CRISP-5060292308203",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-85g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-85g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073672",
                        "name": "Popchips Chargrilled Steak Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237207154",
                        "sku": "CRISP-5000237207154",
                        "canonical_product_url": "https://crisps.biz/product/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-chargrilled-steak-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073619",
                        "name": "Popchips Barbeque Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134580",
                        "sku": "CRISP-5000237134580",
                        "canonical_product_url": "https://crisps.biz/product/popchips-barbeque-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-barbeque-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1073621",
                        "name": "Popchips Sour Cream and Onion Crisps, 5 x 17g",
                        "brand": "Popchips",
                        "gtin": "5000237134603",
                        "sku": "CRISP-5000237134603",
                        "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-5-x-17g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074394",
                    "product_name": "Popchips Sour Cream and Onion Crisps, 85g",
                    "gtin": "5060292308708",
                    "brand": "Popchips",
                    "product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                    "sub_type": "Crisps, Herby and deli, Popped and baked, Potato crisps, Sharing bags",
                    "variant_or_style": "popchips-sour-cream-and-onion-crisps-85g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "85",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "3.5294117647059",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Popchips",
                    "brand_slugs": [
                        "popchips"
                    ],
                    "category_slugs": [
                        "crisps",
                        "deli-flavour-crisps",
                        "popped-and-baked-crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074394",
                "product_json_route": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/.md",
                "checkout_url": "https://crisps.biz/buy/popchips-sour-cream-and-onion-crisps-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/popchips-sour-cream-and-onion-crisps-85g/",
                "citation_anchor": "https://crisps.biz/product/popchips-sour-cream-and-onion-crisps-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074394",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-popchips-sour-cream-and-onion-crisps-85g-5060292308708-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074395",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074394&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074394",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " popchips sour cream and onion crisps 85g popchips 5060292308708 crisp 5060292308708 default blend default crisps herby and deli popped and baked potato crisps sharing bags 1074394 popchips sour cream and onion crisps 85g 5060292308708 popchips https crisps biz product popchips sour cream and onion crisps 85g crisps herby and deli popped and baked potato crisps sharing bags popchips sour cream and onion crisps 85g no blend 85 3 3 5294117647059 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 popchips popchips crisps deli flavour crisps popped and baked crisps potato crisps sharing bags default budget 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4232ff0de11a1947eec953975dfcf3990b4653dedbed54374fdfd725f589bbf0"
            }
        },
        {
            "product_id": "1074396",
            "name": "Gran Luchito Mexican Lightly Salted Tortilla Chips, 170g",
            "brand": "Gran Luchito",
            "brand_entities": [
                {
                    "term_id": 2193,
                    "name": "Gran Luchito",
                    "slug": "gran-luchito",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/gran-luchito/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5060321390407",
            "sku": "CRISP-5060321390407",
            "slug": "gran-luchito-mexican-lightly-salted-tortilla-chips-170g",
            "short_description": "A 170g sharing bag of Gran Luchito Mexican Tortilla Chips Lightly Salted: three ingredients, whole yellow corn kernels at 75%, sunflower oil and sea salt at 0.75%. The listing says the corn is stone ground and nixtamalised, the traditional way. The label gives 479 kcal and 0.8g of salt per 100g.The pack says the chips are gluten free and suitable for vegans, made with whole corn and cut to a large, authentic size.No allergens are on the ingredient list, and the published listing gives no may contain advice.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "product_json_route": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/.json",
            "product_markdown_route": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074396",
            "price": "3.80",
            "price_gbp": 3.8,
            "regular_price_gbp": 4.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.235294117647059,
                "weight_g": 170,
                "comparison_price_gbp": 2.235294117647059,
                "comparison_unit": "100g",
                "pack_label": "170g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.8
            },
            "price_per_100g_gbp": 2.235294117647059,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "buy_url": "https://crisps.biz/buy/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "human_purchase_url": "https://crisps.biz/buy/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "buy_card_route": "https://crisps.biz/buy-card/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "buy_card_url": "https://crisps.biz/buy-card/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Gran Luchito Mexican Lightly Salted Tortilla Chips, 170g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074397",
                "attachment_id": 1074397,
                "relative_upload_path": "2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49991,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074397",
                    "attachment_id": 1074397,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074397",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2193,
                    "name": "Gran Luchito",
                    "slug": "gran-luchito",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/gran-luchito/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074396",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074396",
                    "product_name": "Gran Luchito Mexican Lightly Salted Tortilla Chips, 170g",
                    "gtin": "5060321390407",
                    "brand": "Gran Luchito",
                    "product_url": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Sharing bags, Tortilla chips",
                    "variant_or_style": "gran-luchito-mexican-lightly-salted-tortilla-chips-170g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "170",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.8",
                    "price_per_100g_gbp": "2.2352941176471",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Gran Luchito",
                    "brand_slugs": [
                        "gran-luchito"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074396",
                "product_json_route": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/.md",
                "checkout_url": "https://crisps.biz/buy/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
                "citation_anchor": "https://crisps.biz/product/gran-luchito-mexican-lightly-salted-tortilla-chips-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074396",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-gran-luchito-mexican-lightly-salted-tortilla-chips-170g-5060321390407-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074397",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074396&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074396",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " gran luchito mexican lightly salted tortilla chips 170g gran luchito 5060321390407 crisp 5060321390407 default blend default crisps ready salted and sea salt sharing bags tortilla chips 1074396 gran luchito mexican lightly salted tortilla chips 170g 5060321390407 gran luchito https crisps biz product gran luchito mexican lightly salted tortilla chips 170g crisps ready salted and sea salt sharing bags tortilla chips gran luchito mexican lightly salted tortilla chips 170g no blend 170 3 8 2 2352941176471 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 gran luchito gran luchito crisps ready salted crisps sharing bags tortilla chips default mid 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "93bbc450541338ee0b170b54b030c76763a1cbabe73edbdab8a925ef32364082"
            }
        },
        {
            "product_id": "1074398",
            "name": "Well and Truly Crunchies Really Cheesy Baked Corn Snacks, 100g",
            "brand": "Well & Truly",
            "brand_entities": [
                {
                    "term_id": 2194,
                    "name": "Well & Truly",
                    "slug": "well-truly",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/well-truly/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Popped and baked",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2095,
                    "name": "Popped and baked",
                    "slug": "popped-and-baked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060440130090",
            "sku": "CRISP-5060440130090",
            "slug": "well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g",
            "short_description": "A 100g sharing bag of Well and Truly Crunchies Really Cheesy: baked corn snacks made from corn and sunflower oil, with a cheese seasoning of whey powder, cheese powder, milk powder and buttermilk powder, salt and natural flavouring. The label gives 474 kcal and 2.8g of salt per 100g.The pack says the snacks are gluten free and made with all natural ingredients, and the listing says they are suitable for vegetarians.Milk is in the seasoning, and the allergy advice says the snacks may contain peanuts and soya.Allergens. Contains milk; may contain peanuts and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "product_json_route": "https://crisps.biz/product/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/.json",
            "product_markdown_route": "https://crisps.biz/product/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074398",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3,
                "weight_g": 100,
                "comparison_price_gbp": 3,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "buy_url": "https://crisps.biz/buy/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "human_purchase_url": "https://crisps.biz/buy/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "buy_card_route": "https://crisps.biz/buy-card/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "buy_card_url": "https://crisps.biz/buy-card/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Well and Truly Crunchies Really Cheesy Baked Corn Snacks, 100g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074399",
                "attachment_id": 1074399,
                "relative_upload_path": "2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
                "filename": "www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37471,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074399",
                    "attachment_id": 1074399,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g-5060440130090-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074399",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2194,
                    "name": "Well & Truly",
                    "slug": "well-truly",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/well-truly/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074398",
                "same_brand_products": [
                    {
                        "product_id": "1074400",
                        "name": "Well and Truly Crunchies Smokey Bacon Baked Corn Snacks, 100g",
                        "brand": "Well & Truly",
                        "gtin": "5060440131035",
                        "sku": "CRISP-5060440131035",
                        "canonical_product_url": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                        "checkout_url": "https://crisps.biz/buy/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
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                            "rating_scale": "0-5",
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                            "rating_scale": "0-5",
                            "note": null,
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                        }
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "ingredient_family": "default",
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
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                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
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                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
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                "product_markdown_route": "https://crisps.biz/product/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/.md",
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                    "checkout_url"
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            "identifier_priority_used": "agent_index",
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                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074401",
                "attachment_id": 1074401,
                "relative_upload_path": "2026/09/www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32851,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074401",
                    "attachment_id": 1074401,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074401",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2194,
                    "name": "Well & Truly",
                    "slug": "well-truly",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/well-truly/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2104,
                        "name": "Meaty",
                        "slug": "meaty-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/meaty-crisps/"
                    },
                    {
                        "term_id": 2095,
                        "name": "Popped and baked",
                        "slug": "popped-and-baked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/popped-and-baked-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074400",
                "same_brand_products": [
                    {
                        "product_id": "1074398",
                        "name": "Well and Truly Crunchies Really Cheesy Baked Corn Snacks, 100g",
                        "brand": "Well & Truly",
                        "gtin": "5060440130090",
                        "sku": "CRISP-5060440130090",
                        "canonical_product_url": "https://crisps.biz/product/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
                        "checkout_url": "https://crisps.biz/buy/well-and-truly-crunchies-really-cheesy-baked-corn-snacks-100g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074400",
                    "product_name": "Well and Truly Crunchies Smokey Bacon Baked Corn Snacks, 100g",
                    "gtin": "5060440131035",
                    "brand": "Well & Truly",
                    "product_url": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                    "sub_type": "Crisps, Meaty, Popped and baked, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "3",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Well & Truly",
                    "brand_slugs": [
                        "well-truly"
                    ],
                    "category_slugs": [
                        "crisps",
                        "meaty-crisps",
                        "popped-and-baked-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074400",
                "product_json_route": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/.json",
                "product_markdown_route": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/.md",
                "checkout_url": "https://crisps.biz/buy/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                "buy_card_route": "https://crisps.biz/buy-card/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                "citation_anchor": "https://crisps.biz/product/well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074400",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-well-and-truly-crunchies-smokey-bacon-baked-corn-snacks-100g-5060440131035-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074401",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074400&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074400",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " well and truly crunchies smokey bacon baked corn snacks 100g well truly 5060440131035 crisp 5060440131035 default blend default crisps meaty popped and baked puffs rings and shapes sharing bags 1074400 well and truly crunchies smokey bacon baked corn snacks 100g 5060440131035 well truly https crisps biz product well and truly crunchies smokey bacon baked corn snacks 100g crisps meaty popped and baked puffs rings and shapes sharing bags well and truly crunchies smokey bacon baked corn snacks 100g no blend 100 3 3 budget default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 well truly well truly crisps meaty crisps popped and baked crisps puffs rings and shapes sharing bags default budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d8975de1cdfc085ec600b8f514924f51ce3e4bcaa64ee7f123b4d5458d81c91b"
            }
        },
        {
            "product_id": "1074402",
            "name": "Hippeas Salt and Vinegar Vibes Chickpea Puff Snacks, 5 x 15g",
            "brand": "Hippeas",
            "brand_entities": [
                {
                    "term_id": 2195,
                    "name": "Hippeas",
                    "slug": "hippeas",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hippeas/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Multipacks",
                "Salt and vinegar"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2101,
                    "name": "Salt and vinegar",
                    "slug": "salt-and-vinegar-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                }
            ],
            "gtin": "5060472692016",
            "sku": "CRISP-5060472692016",
            "slug": "hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g",
            "short_description": "A multipack of five 15g bags of Hippeas Salt and Vinegar Vibes: light, puffed snacks made from chickpea flour, quinoa flour and tapioca, with a salt and vinegar seasoning. The published label gives 59 kcal and 0.17g of salt for each bag.No allergens are listed. The listing says the puffs are suitable for vegans, gluten free, palm oil free and made with no MSG. Five bags cover a school week.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "product_json_route": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/.json",
            "product_markdown_route": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074402",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 20,
                "weight_g": 15,
                "comparison_price_gbp": 20,
                "comparison_unit": "100g",
                "pack_label": "15g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 20,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "buy_url": "https://crisps.biz/buy/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "human_purchase_url": "https://crisps.biz/buy/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "buy_card_route": "https://crisps.biz/buy-card/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "buy_card_url": "https://crisps.biz/buy-card/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Hippeas Salt and Vinegar Vibes Chickpea Puff Snacks, 5 x 15g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074403",
                "attachment_id": 1074403,
                "relative_upload_path": "2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38852,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074403",
                    "attachment_id": 1074403,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074403",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2195,
                    "name": "Hippeas",
                    "slug": "hippeas",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/hippeas/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074402",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074402",
                    "product_name": "Hippeas Salt and Vinegar Vibes Chickpea Puff Snacks, 5 x 15g",
                    "gtin": "5060472692016",
                    "brand": "Hippeas",
                    "product_url": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Salt and vinegar",
                    "variant_or_style": "hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "15",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "20",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Hippeas",
                    "brand_slugs": [
                        "hippeas"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "salt-and-vinegar-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074402",
                "product_json_route": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/.json",
                "product_markdown_route": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/.md",
                "checkout_url": "https://crisps.biz/buy/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
                "buy_card_route": "https://crisps.biz/buy-card/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
                "citation_anchor": "https://crisps.biz/product/hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074402",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-hippeas-salt-and-vinegar-vibes-chickpea-puff-snacks-5-x-15g-5060472692016-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074403",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074402&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074402",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " hippeas salt and vinegar vibes chickpea puff snacks 5 x 15g hippeas 5060472692016 crisp 5060472692016 default blend default crisps lentil pulse and veg multipacks salt and vinegar 1074402 hippeas salt and vinegar vibes chickpea puff snacks 5 x 15g 5060472692016 hippeas https crisps biz product hippeas salt and vinegar vibes chickpea puff snacks 5 x 15g crisps lentil pulse and veg multipacks salt and vinegar hippeas salt and vinegar vibes chickpea puff snacks 5 x 15g no blend 15 3 20 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 hippeas hippeas crisps lentil and veg crisps crisp multipacks salt and vinegar crisps default budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e437bd2111ff7fd6de76916681dc1b528713440644bfded4fee62e0d65d6367f"
            }
        },
        {
            "product_id": "1074404",
            "name": "Love Corn Smoked BBQ Roasted Corn, 115g",
            "brand": "Love Corn",
            "brand_entities": [
                {
                    "term_id": 2196,
                    "name": "Love Corn",
                    "slug": "love-corn",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/love-corn/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5060490400259",
            "sku": "CRISP-5060490400259",
            "slug": "love-corn-smoked-bbq-roasted-corn-115g",
            "short_description": "A 115g sharing bag of Love Corn Smoked BBQ: crunchy whole corn kernels seasoned with paprika, onion, garlic, sea salt, citric acid, sugar and natural flavouring, with a little high oleic sunflower oil. The label gives 123 kcal and 0.3g of salt for a 28g serving.The pack front carries a GF gluten free roundel. The pack's allergy advice says it may contain nuts and peanuts. The pack says it is suitable for vegans.Nine ingredients in all, with corn first and a paprika led seasoning after it.Allergens. No allergens are highlighted in the published ingredients; may contain nuts and peanuts. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/",
            "product_json_route": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/.json",
            "product_markdown_route": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074404",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.608695652173913,
                "weight_g": 115,
                "comparison_price_gbp": 2.608695652173913,
                "comparison_unit": "100g",
                "pack_label": "115g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 2.608695652173913,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/love-corn-smoked-bbq-roasted-corn-115g/",
            "buy_url": "https://crisps.biz/buy/love-corn-smoked-bbq-roasted-corn-115g/",
            "human_purchase_url": "https://crisps.biz/buy/love-corn-smoked-bbq-roasted-corn-115g/",
            "buy_card_route": "https://crisps.biz/buy-card/love-corn-smoked-bbq-roasted-corn-115g/",
            "buy_card_url": "https://crisps.biz/buy-card/love-corn-smoked-bbq-roasted-corn-115g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Love Corn Smoked BBQ Roasted Corn, 115g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074405",
                "attachment_id": 1074405,
                "relative_upload_path": "2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35475,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074405",
                    "attachment_id": 1074405,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-love-corn-smoked-bbq-roasted-corn-115g-5060490400259-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074405",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2196,
                    "name": "Love Corn",
                    "slug": "love-corn",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/love-corn/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074404",
                "same_brand_products": [
                    {
                        "product_id": "1074406",
                        "name": "Love Corn Salt and Vinegar Roasted Corn, 115g",
                        "brand": "Love Corn",
                        "gtin": "5060490400396",
                        "sku": "CRISP-5060490400396",
                        "canonical_product_url": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/",
                        "checkout_url": "https://crisps.biz/buy/love-corn-salt-and-vinegar-roasted-corn-115g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074408",
                        "name": "Love Corn Sweet and Salty Roasted Corn, 115g",
                        "brand": "Love Corn",
                        "gtin": "5060490401690",
                        "sku": "CRISP-5060490401690",
                        "canonical_product_url": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
                        "checkout_url": "https://crisps.biz/buy/love-corn-sweet-and-salty-roasted-corn-115g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
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                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
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                    "sweetness",
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                    "contains_nuts",
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                    "product_url": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/",
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                    "variant_or_style": "love-corn-smoked-bbq-roasted-corn-115g",
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                    "contains_dairy": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
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                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Love Corn",
                    "brand_slugs": [
                        "love-corn"
                    ],
                    "category_slugs": [
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                        "lentil-and-veg-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
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                },
                "ranking_boosts": {
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                },
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                    "linked_wiki_topic_count": 0,
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                }
            },
            "resource_links": {
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074404",
                "product_json_route": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/.json",
                "product_markdown_route": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/.md",
                "checkout_url": "https://crisps.biz/buy/love-corn-smoked-bbq-roasted-corn-115g/",
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                "citation_anchor": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/",
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                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
            },
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                    "servings_per_pack",
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                    "product_truth_endpoint",
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                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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                "rating_scale": "0-5",
                "note": null,
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                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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            "identifier_priority_used": "agent_index",
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            },
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                    "stock_status",
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                    "catalogue_enrichment",
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            "product_markdown_route": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/.md",
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            "buy_url": "https://crisps.biz/buy/love-corn-salt-and-vinegar-roasted-corn-115g/",
            "human_purchase_url": "https://crisps.biz/buy/love-corn-salt-and-vinegar-roasted-corn-115g/",
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                    "webp": {
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                    "attachment_id": 1074407,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-love-corn-salt-and-vinegar-roasted-corn-115g-5060490400396-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-love-corn-salt-and-vinegar-roasted-corn-115g-5060490400396-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074407",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2196,
                    "name": "Love Corn",
                    "slug": "love-corn",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/love-corn/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Salt and vinegar",
                        "slug": "salt-and-vinegar-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/salt-and-vinegar-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074406",
                "same_brand_products": [
                    {
                        "product_id": "1074408",
                        "name": "Love Corn Sweet and Salty Roasted Corn, 115g",
                        "brand": "Love Corn",
                        "gtin": "5060490401690",
                        "sku": "CRISP-5060490401690",
                        "canonical_product_url": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
                        "checkout_url": "https://crisps.biz/buy/love-corn-sweet-and-salty-roasted-corn-115g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074404",
                        "name": "Love Corn Smoked BBQ Roasted Corn, 115g",
                        "brand": "Love Corn",
                        "gtin": "5060490400259",
                        "sku": "CRISP-5060490400259",
                        "canonical_product_url": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/",
                        "checkout_url": "https://crisps.biz/buy/love-corn-smoked-bbq-roasted-corn-115g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074406",
                    "product_name": "Love Corn Salt and Vinegar Roasted Corn, 115g",
                    "gtin": "5060490400396",
                    "brand": "Love Corn",
                    "product_url": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Salt and vinegar, Sharing bags",
                    "variant_or_style": "love-corn-salt-and-vinegar-roasted-corn-115g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "115",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "2.7826086956522",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Love Corn",
                    "brand_slugs": [
                        "love-corn"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "salt-and-vinegar-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074406",
                "product_json_route": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/.json",
                "product_markdown_route": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/.md",
                "checkout_url": "https://crisps.biz/buy/love-corn-salt-and-vinegar-roasted-corn-115g/",
                "buy_card_route": "https://crisps.biz/buy-card/love-corn-salt-and-vinegar-roasted-corn-115g/",
                "citation_anchor": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074406",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-salt-and-vinegar-roasted-corn-115g-5060490400396-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074407",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074406&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074406",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " love corn salt and vinegar roasted corn 115g love corn 5060490400396 crisp 5060490400396 default blend default crisps lentil pulse and veg salt and vinegar sharing bags 1074406 love corn salt and vinegar roasted corn 115g 5060490400396 love corn https crisps biz product love corn salt and vinegar roasted corn 115g crisps lentil pulse and veg salt and vinegar sharing bags love corn salt and vinegar roasted corn 115g no blend 115 3 2 2 7826086956522 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 love corn love corn crisps lentil and veg crisps salt and vinegar crisps sharing bags default mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "294d0743529ffba8b45d7b5348ee23b99e1a60224430ed9df8de5e9c1d1ce493"
            }
        },
        {
            "product_id": "1074408",
            "name": "Love Corn Sweet and Salty Roasted Corn, 115g",
            "brand": "Love Corn",
            "brand_entities": [
                {
                    "term_id": 2196,
                    "name": "Love Corn",
                    "slug": "love-corn",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/love-corn/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Sharing bags",
                "Sweet and savoury"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2107,
                    "name": "Sweet and savoury",
                    "slug": "sweet-and-savoury-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                }
            ],
            "gtin": "5060490401690",
            "sku": "CRISP-5060490401690",
            "slug": "love-corn-sweet-and-salty-roasted-corn-115g",
            "short_description": "A 115g sharing bag of Love Corn Sweet and Salty: crunchy whole corn kernels with honey, a natural honey flavour, sea salt and sugar, and a little high oleic sunflower oil. Six ingredients in all. The label gives 424 kcal, 17g of sugars and 1.2g of salt per 100g.The listing says the corn is suitable for vegetarians and gluten free; it is not vegan, because of the honey.No allergens are highlighted in the ingredients, but the allergy advice says it may contain nuts and peanuts.Allergens. No allergens are highlighted in the published ingredients; may contain nuts and peanuts. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
            "product_json_route": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/.json",
            "product_markdown_route": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074408",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.608695652173913,
                "weight_g": 115,
                "comparison_price_gbp": 2.608695652173913,
                "comparison_unit": "100g",
                "pack_label": "115g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 2.608695652173913,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/love-corn-sweet-and-salty-roasted-corn-115g/",
            "buy_url": "https://crisps.biz/buy/love-corn-sweet-and-salty-roasted-corn-115g/",
            "human_purchase_url": "https://crisps.biz/buy/love-corn-sweet-and-salty-roasted-corn-115g/",
            "buy_card_route": "https://crisps.biz/buy-card/love-corn-sweet-and-salty-roasted-corn-115g/",
            "buy_card_url": "https://crisps.biz/buy-card/love-corn-sweet-and-salty-roasted-corn-115g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Love Corn Sweet and Salty Roasted Corn, 115g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074409",
                "attachment_id": 1074409,
                "relative_upload_path": "2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                "filename": "www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41299,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074409",
                    "attachment_id": 1074409,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074409",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2196,
                    "name": "Love Corn",
                    "slug": "love-corn",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/love-corn/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074408",
                "same_brand_products": [
                    {
                        "product_id": "1074406",
                        "name": "Love Corn Salt and Vinegar Roasted Corn, 115g",
                        "brand": "Love Corn",
                        "gtin": "5060490400396",
                        "sku": "CRISP-5060490400396",
                        "canonical_product_url": "https://crisps.biz/product/love-corn-salt-and-vinegar-roasted-corn-115g/",
                        "checkout_url": "https://crisps.biz/buy/love-corn-salt-and-vinegar-roasted-corn-115g/",
                        "price": "3.20",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074404",
                        "name": "Love Corn Smoked BBQ Roasted Corn, 115g",
                        "brand": "Love Corn",
                        "gtin": "5060490400259",
                        "sku": "CRISP-5060490400259",
                        "canonical_product_url": "https://crisps.biz/product/love-corn-smoked-bbq-roasted-corn-115g/",
                        "checkout_url": "https://crisps.biz/buy/love-corn-smoked-bbq-roasted-corn-115g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 3.9,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074408",
                    "product_name": "Love Corn Sweet and Salty Roasted Corn, 115g",
                    "gtin": "5060490401690",
                    "brand": "Love Corn",
                    "product_url": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Sharing bags, Sweet and savoury",
                    "variant_or_style": "love-corn-sweet-and-salty-roasted-corn-115g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "115",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "2.6086956521739",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "honey",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Love Corn",
                    "brand_slugs": [
                        "love-corn"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags",
                        "sweet-and-savoury-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "honey"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074408",
                "product_json_route": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/.json",
                "product_markdown_route": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/.md",
                "checkout_url": "https://crisps.biz/buy/love-corn-sweet-and-salty-roasted-corn-115g/",
                "buy_card_route": "https://crisps.biz/buy-card/love-corn-sweet-and-salty-roasted-corn-115g/",
                "citation_anchor": "https://crisps.biz/product/love-corn-sweet-and-salty-roasted-corn-115g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074408",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-love-corn-sweet-and-salty-roasted-corn-115g-5060490401690-front-of-pack.avif",
                "image_record_id": "wp-attachment-1074409",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074408&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074408",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " love corn sweet and salty roasted corn 115g love corn 5060490401690 crisp 5060490401690 default blend honey crisps lentil pulse and veg sharing bags sweet and savoury 1074408 love corn sweet and salty roasted corn 115g 5060490401690 love corn https crisps biz product love corn sweet and salty roasted corn 115g crisps lentil pulse and veg sharing bags sweet and savoury love corn sweet and salty roasted corn 115g no blend 115 3 2 6086956521739 budget honey yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 love corn love corn crisps lentil and veg crisps sharing bags sweet and savoury crisps honey budget 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "29ea3269bbb52bee46282ad20f51af0275735e8efdad42ab4256b768528eb34b"
            }
        },
        {
            "product_id": "1074410",
            "name": "The Curators Tangy Cheese Protein Chips, 85g",
            "brand": "The Curators",
            "brand_entities": [
                {
                    "term_id": 2199,
                    "name": "The Curators",
                    "slug": "the-curators",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/the-curators/"
                }
            ],
            "categories": [
                "Cheesy",
                "Crisps",
                "Lentil, pulse and veg",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2103,
                    "name": "Cheesy",
                    "slug": "cheesy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                },
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
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                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/.json",
            "product_markdown_route": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/.md",
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            "regular_price_gbp": 4.25,
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                "yield_source": null,
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            },
            "price_per_100g_gbp": 4,
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            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crisps.biz/buy/the-curators-tangy-cheese-protein-chips-85g/",
            "buy_url": "https://crisps.biz/buy/the-curators-tangy-cheese-protein-chips-85g/",
            "human_purchase_url": "https://crisps.biz/buy/the-curators-tangy-cheese-protein-chips-85g/",
            "buy_card_route": "https://crisps.biz/buy-card/the-curators-tangy-cheese-protein-chips-85g/",
            "buy_card_url": "https://crisps.biz/buy-card/the-curators-tangy-cheese-protein-chips-85g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
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                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-the-curators-tangy-cheese-protein-chips-85g-5060549450815-front-of-pack.avif",
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                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-the-curators-tangy-cheese-protein-chips-85g-5060549450815-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crisps-biz-the-curators-tangy-cheese-protein-chips-85g-5060549450815-front-of-pack.avif",
                "filename": "www-crisps-biz-the-curators-tangy-cheese-protein-chips-85g-5060549450815-front-of-pack.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36926,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
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                        "schema_version": "crisps-image-truth-v1",
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                        "registry_release": null,
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                    },
                    "visual_family_id": "wp-attachment-1074411",
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                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
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                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-the-curators-tangy-cheese-protein-chips-85g-5060549450815-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
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                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074411",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/",
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                "unit_count": null,
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            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
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                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2199,
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                    "slug": "the-curators",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/the-curators/"
                },
                "categories": [
                    {
                        "term_id": 2103,
                        "name": "Cheesy",
                        "slug": "cheesy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/cheesy-crisps/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074410",
                "same_brand_products": [],
                "same_category_products": [
                    {
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                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
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                        "curator_opinion": {
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                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
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                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    },
                    {
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                            "note": null,
                            "source": "crisps.biz curator rating",
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                    },
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                    },
                    {
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                            "note": null,
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                    },
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                        "curator_opinion": {
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                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
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                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074410",
                    "product_name": "The Curators Tangy Cheese Protein Chips, 85g",
                    "gtin": "5060549450815",
                    "brand": "The Curators",
                    "product_url": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/",
                    "sub_type": "Cheesy, Crisps, Lentil, pulse and veg, Sharing bags",
                    "variant_or_style": "the-curators-tangy-cheese-protein-chips-85g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "85",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "4",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "The Curators",
                    "brand_slugs": [
                        "the-curators"
                    ],
                    "category_slugs": [
                        "cheesy-crisps",
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074410",
                "product_json_route": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/.json",
                "product_markdown_route": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/.md",
                "checkout_url": "https://crisps.biz/buy/the-curators-tangy-cheese-protein-chips-85g/",
                "buy_card_route": "https://crisps.biz/buy-card/the-curators-tangy-cheese-protein-chips-85g/",
                "citation_anchor": "https://crisps.biz/product/the-curators-tangy-cheese-protein-chips-85g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074410",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-the-curators-tangy-cheese-protein-chips-85g-5060549450815-front-of-pack.avif",
                "image_record_id": "wp-attachment-1074411",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074410&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074410",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " the curators tangy cheese protein chips 85g the curators 5060549450815 crisp 5060549450815 default blend default cheesy crisps lentil pulse and veg sharing bags 1074410 the curators tangy cheese protein chips 85g 5060549450815 the curators https crisps biz product the curators tangy cheese protein chips 85g cheesy crisps lentil pulse and veg sharing bags the curators tangy cheese protein chips 85g no blend 85 3 4 4 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 the curators the curators cheesy crisps crisps lentil and veg crisps sharing bags default mid 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "8bc882b7615a243ec21080d66ea6c50e795647277e55a24cdd1a459fa36d13ff"
            }
        },
        {
            "product_id": "1074412",
            "name": "Native Vegan Prawn Crackers, 60g",
            "brand": "Native",
            "brand_entities": [
                {
                    "term_id": 2200,
                    "name": "Native",
                    "slug": "native",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/native/"
                }
            ],
            "categories": [
                "Crisps",
                "Prawn cocktail and seafood",
                "Puffs, rings and shapes",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2105,
                    "name": "Prawn cocktail and seafood",
                    "slug": "prawn-cocktail-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                },
                {
                    "term_id": 2094,
                    "name": "Puffs, rings and shapes",
                    "slug": "puffs-rings-and-shapes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060640420083",
            "sku": "CRISP-5060640420083",
            "slug": "native-vegan-prawn-crackers-60g",
            "short_description": "A 60g bag of Native Vegan Prawn Crackers: puffed tapioca crackers with rapeseed oil, sugar, rice flour, salt and a natural prawn style flavouring. There is no prawn on the list. The pack says 94 calories per serving.The pack says the crackers are vegan and nothing artificial, with no MSG.No allergens are on the ingredient list, and the published listing gives no may contain advice.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/",
            "product_json_route": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/.json",
            "product_markdown_route": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074412",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5,
                "weight_g": 60,
                "comparison_price_gbp": 5,
                "comparison_unit": "100g",
                "pack_label": "60g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/native-vegan-prawn-crackers-60g/",
            "buy_url": "https://crisps.biz/buy/native-vegan-prawn-crackers-60g/",
            "human_purchase_url": "https://crisps.biz/buy/native-vegan-prawn-crackers-60g/",
            "buy_card_route": "https://crisps.biz/buy-card/native-vegan-prawn-crackers-60g/",
            "buy_card_url": "https://crisps.biz/buy-card/native-vegan-prawn-crackers-60g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Native Vegan Prawn Crackers, 60g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074413",
                "attachment_id": 1074413,
                "relative_upload_path": "2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                "filename": "www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34303,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 4,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074413",
                    "attachment_id": 1074413,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074413",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2200,
                    "name": "Native",
                    "slug": "native",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/native/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2105,
                        "name": "Prawn cocktail and seafood",
                        "slug": "prawn-cocktail-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/prawn-cocktail-crisps/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Puffs, rings and shapes",
                        "slug": "puffs-rings-and-shapes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/puffs-rings-and-shapes/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074412",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074412",
                    "product_name": "Native Vegan Prawn Crackers, 60g",
                    "gtin": "5060640420083",
                    "brand": "Native",
                    "product_url": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/",
                    "sub_type": "Crisps, Prawn cocktail and seafood, Puffs, rings and shapes, Sharing bags",
                    "variant_or_style": "native-vegan-prawn-crackers-60g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "60",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "5",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Native",
                    "brand_slugs": [
                        "native"
                    ],
                    "category_slugs": [
                        "crisps",
                        "prawn-cocktail-crisps",
                        "puffs-rings-and-shapes",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074412",
                "product_json_route": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/.json",
                "product_markdown_route": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/.md",
                "checkout_url": "https://crisps.biz/buy/native-vegan-prawn-crackers-60g/",
                "buy_card_route": "https://crisps.biz/buy-card/native-vegan-prawn-crackers-60g/",
                "citation_anchor": "https://crisps.biz/product/native-vegan-prawn-crackers-60g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074412",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-native-vegan-prawn-crackers-60g-5060640420083-front-of-pack.avif",
                "image_record_id": "wp-attachment-1074413",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074412&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074412",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " native vegan prawn crackers 60g native 5060640420083 crisp 5060640420083 default blend default crisps prawn cocktail and seafood puffs rings and shapes sharing bags 1074412 native vegan prawn crackers 60g 5060640420083 native https crisps biz product native vegan prawn crackers 60g crisps prawn cocktail and seafood puffs rings and shapes sharing bags native vegan prawn crackers 60g no blend 60 3 5 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 native native crisps prawn cocktail crisps puffs rings and shapes sharing bags default budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d1f3a0e55ef0a021072b3c5b2354c27763c3043f3a2433fd3645c80541b243aa"
            }
        },
        {
            "product_id": "1074415",
            "name": "Eat Real Salted Lentil Chips, 95g",
            "brand": "Eat Real",
            "brand_entities": [
                {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060878780386",
            "sku": "CRISP-5060878780386",
            "slug": "eat-real-salted-lentil-chips-95g",
            "short_description": "A 95g sharing bag of Eat Real Salted Lentil Chips: chips made from lentil flour, potato starch, rapeseed oil, maize flour and salt, nothing else. The label gives 456 kcal and 2.2g of salt per 100g and suggests five servings.Lentil flour is the main ingredient, at 43% of the chip. The pack says the chips are suitable for vegans and vegetarians, carries a gluten free claim with the Crossed Grain symbol, shows the KLBD kosher mark and says there are no artificial flavourings. No allergens are highlighted in the ingredients.A plain, nutty chip with a light crunch, it is made for dipping. Salt is high on the front of pack scale, so a small bowl goes a long way.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
            "product_json_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/.json",
            "product_markdown_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074415",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.1578947368421053,
                "weight_g": 95,
                "comparison_price_gbp": 3.1578947368421053,
                "comparison_unit": "100g",
                "pack_label": "95g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.1578947368421053,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
            "buy_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
            "human_purchase_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
            "buy_card_route": "https://crisps.biz/buy-card/eat-real-salted-lentil-chips-95g/",
            "buy_card_url": "https://crisps.biz/buy-card/eat-real-salted-lentil-chips-95g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Eat Real Salted Lentil Chips, 95g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074416",
                "attachment_id": 1074416,
                "relative_upload_path": "2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41314,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074416",
                    "attachment_id": 1074416,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074416",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074415",
                "same_brand_products": [
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074424",
                        "name": "Eat Real Sea Salt Veggie Straws, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878780713",
                        "sku": "CRISP-5060878780713",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074427",
                        "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
                        "brand": "Eat Real",
                        "gtin": "5060878781024",
                        "sku": "CRISP-5060878781024",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074417",
                        "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780416",
                        "sku": "CRISP-5060878780416",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074419",
                        "name": "Eat Real Salted Lentil Chips, 5 x 18g",
                        "brand": "Eat Real",
                        "gtin": "5060878780447",
                        "sku": "CRISP-5060878780447",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074422",
                        "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                        "brand": "Eat Real",
                        "gtin": "5060878780485",
                        "sku": "CRISP-5060878780485",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_id": "1074415",
                    "product_name": "Eat Real Salted Lentil Chips, 95g",
                    "gtin": "5060878780386",
                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "eat-real-salted-lentil-chips-95g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "95",
                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "price_per_100g_gbp": "3.1578947368421",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074415",
                "product_json_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                "buy_card_route": "https://crisps.biz/buy-card/eat-real-salted-lentil-chips-95g/",
                "citation_anchor": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074415",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-95g-5060878780386-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074416",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074415&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074415",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
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                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " eat real salted lentil chips 95g eat real 5060878780386 crisp 5060878780386 default blend default crisps lentil pulse and veg ready salted and sea salt sharing bags 1074415 eat real salted lentil chips 95g 5060878780386 eat real https crisps biz product eat real salted lentil chips 95g crisps lentil pulse and veg ready salted and sea salt sharing bags eat real salted lentil chips 95g no blend 95 3 3 1578947368421 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 eat real eat real crisps lentil and veg crisps ready salted crisps sharing bags default budget 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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            "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
            "brand": "Eat Real",
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                    "name": "Eat Real",
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
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            ],
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                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
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                },
                {
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                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
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                },
                {
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            ],
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            "product_markdown_route": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/.md",
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                "serving_unit": null,
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                "comparison_price_gbp": 3.1578947368421053,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 3.1578947368421053,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
            "buy_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
            "human_purchase_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
            "buy_card_route": "https://crisps.biz/buy-card/eat-real-chilli-and-lemon-lentil-chips-95g/",
            "buy_card_url": "https://crisps.biz/buy-card/eat-real-chilli-and-lemon-lentil-chips-95g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Eat Real Chilli and Lemon Lentil Chips, 95g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074418",
                "attachment_id": 1074418,
                "relative_upload_path": "2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35563,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074418",
                    "attachment_id": 1074418,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-chilli-and-lemon-lentil-chips-95g-5060878780416-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074418",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "lemon",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "lemon",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074417",
                "same_brand_products": [
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074424",
                        "name": "Eat Real Sea Salt Veggie Straws, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878780713",
                        "sku": "CRISP-5060878780713",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074427",
                        "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
                        "brand": "Eat Real",
                        "gtin": "5060878781024",
                        "sku": "CRISP-5060878781024",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074419",
                        "name": "Eat Real Salted Lentil Chips, 5 x 18g",
                        "brand": "Eat Real",
                        "gtin": "5060878780447",
                        "sku": "CRISP-5060878780447",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074422",
                        "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                        "brand": "Eat Real",
                        "gtin": "5060878780485",
                        "sku": "CRISP-5060878780485",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074415",
                        "name": "Eat Real Salted Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780386",
                        "sku": "CRISP-5060878780386",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "product_name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                    "gtin": "5060878780416",
                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
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                    "variant_or_style": "eat-real-chilli-and-lemon-lentil-chips-95g",
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                    "country_of_origin": "blend",
                    "region": "",
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                    "servings_per_pack": null,
                    "packaging_type": "",
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                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "occasion_tags": "missing_pending_catalogue_csv",
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                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
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                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
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                    "flavour_notes": [
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                    "mouthfeel": "",
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                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074417",
                "product_json_route": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                "buy_card_route": "https://crisps.biz/buy-card/eat-real-chilli-and-lemon-lentil-chips-95g/",
                "citation_anchor": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074417",
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                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074417",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
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                    "servings_per_pack",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
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            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
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                    "image_binding_service"
                ],
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                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
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                    "citation_anchor",
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                {
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            ],
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            "product_json_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/.json",
            "product_markdown_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/.md",
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
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            "buy_card_url": "https://crisps.biz/buy-card/eat-real-salted-lentil-chips-5-x-18g/",
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                    "webp": {
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                    },
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                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074420",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074419",
                "same_brand_products": [
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074424",
                        "name": "Eat Real Sea Salt Veggie Straws, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878780713",
                        "sku": "CRISP-5060878780713",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074427",
                        "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
                        "brand": "Eat Real",
                        "gtin": "5060878781024",
                        "sku": "CRISP-5060878781024",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074417",
                        "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780416",
                        "sku": "CRISP-5060878780416",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074422",
                        "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                        "brand": "Eat Real",
                        "gtin": "5060878780485",
                        "sku": "CRISP-5060878780485",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074415",
                        "name": "Eat Real Salted Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780386",
                        "sku": "CRISP-5060878780386",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074419",
                    "product_name": "Eat Real Salted Lentil Chips, 5 x 18g",
                    "gtin": "5060878780447",
                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Ready salted and sea salt",
                    "variant_or_style": "eat-real-salted-lentil-chips-5-x-18g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "18",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "18.888888888889",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "ready-salted-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074419",
                "product_json_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                "buy_card_route": "https://crisps.biz/buy-card/eat-real-salted-lentil-chips-5-x-18g/",
                "citation_anchor": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074419",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-salted-lentil-chips-5-x-18g-5060878780447-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074420",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074419&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074419",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " eat real salted lentil chips 5 x 18g eat real 5060878780447 crisp 5060878780447 default blend default crisps lentil pulse and veg multipacks ready salted and sea salt 1074419 eat real salted lentil chips 5 x 18g 5060878780447 eat real https crisps biz product eat real salted lentil chips 5 x 18g crisps lentil pulse and veg multipacks ready salted and sea salt eat real salted lentil chips 5 x 18g no blend 18 3 4 18 888888888889 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 eat real eat real crisps lentil and veg crisps crisp multipacks ready salted crisps default mid 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e7c01b759d8389246191ccbfa391fa10bacdc746f6b68532d46dd212a26785f8"
            }
        },
        {
            "product_id": "1074422",
            "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
            "brand": "Eat Real",
            "brand_entities": [
                {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Multipacks",
                "Variety packs"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2114,
                    "name": "Multipacks",
                    "slug": "crisp-multipacks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                },
                {
                    "term_id": 2110,
                    "name": "Variety packs",
                    "slug": "crisp-variety-packs",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                }
            ],
            "gtin": "5060878780485",
            "sku": "CRISP-5060878780485",
            "slug": "eat-real-mixed-variety-crisps-5-x-19-6g",
            "short_description": "A mixed box of five Eat Real bags, 98g in all: one bag of Hummus Chips in tomato and basil, two of salted Lentil Chips and two of Quinoa Chips in sour cream and chive. Each flavour has its own label, from 82 kcal for an 18g lentil bag to 99 kcal for the 22g hummus bag.No allergens are named in the ingredients, and the advice says the chips may contain celery and soya. The pack says they are suitable for vegans, gluten free and kosher.Allergens. No allergens are highlighted in the published ingredients; may contain celery and soya. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "product_json_route": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/.json",
            "product_markdown_route": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074422",
            "price": "3.40",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 17.346938775510203,
                "weight_g": 19.6,
                "comparison_price_gbp": 17.346938775510203,
                "comparison_unit": "100g",
                "pack_label": "19.6g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 17.346938775510203,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "buy_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "human_purchase_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "buy_card_route": "https://crisps.biz/buy-card/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "buy_card_url": "https://crisps.biz/buy-card/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Eat Real Mixed Variety Crisps, 5 x 19.6g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074423",
                "attachment_id": 1074423,
                "relative_upload_path": "2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32624,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074423",
                    "attachment_id": 1074423,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074423",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2114,
                        "name": "Multipacks",
                        "slug": "crisp-multipacks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/crisp-multipacks/"
                    },
                    {
                        "term_id": 2110,
                        "name": "Variety packs",
                        "slug": "crisp-variety-packs",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/crisp-variety-packs/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074422",
                "same_brand_products": [
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074424",
                        "name": "Eat Real Sea Salt Veggie Straws, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878780713",
                        "sku": "CRISP-5060878780713",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074427",
                        "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
                        "brand": "Eat Real",
                        "gtin": "5060878781024",
                        "sku": "CRISP-5060878781024",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074417",
                        "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780416",
                        "sku": "CRISP-5060878780416",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074419",
                        "name": "Eat Real Salted Lentil Chips, 5 x 18g",
                        "brand": "Eat Real",
                        "gtin": "5060878780447",
                        "sku": "CRISP-5060878780447",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074415",
                        "name": "Eat Real Salted Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780386",
                        "sku": "CRISP-5060878780386",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 53,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074422",
                    "product_name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                    "gtin": "5060878780485",
                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Multipacks, Variety packs",
                    "variant_or_style": "eat-real-mixed-variety-crisps-5-x-19-6g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "19.6",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "17.34693877551",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "derived_runtime",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "crisp-multipacks",
                        "crisp-variety-packs"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074422",
                "product_json_route": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                "buy_card_route": "https://crisps.biz/buy-card/eat-real-mixed-variety-crisps-5-x-19-6g/",
                "citation_anchor": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074422",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-mixed-variety-crisps-5-x-19-6g-5060878780485-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074423",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074422&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074422",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 53,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " eat real mixed variety crisps 5 x 19 6g eat real 5060878780485 crisp 5060878780485 default blend default crisps lentil pulse and veg multipacks variety packs 1074422 eat real mixed variety crisps 5 x 19 6g 5060878780485 eat real https crisps biz product eat real mixed variety crisps 5 x 19 6g crisps lentil pulse and veg multipacks variety packs eat real mixed variety crisps 5 x 19 6g no blend 19 6 3 4 17 34693877551 mid default yes yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 eat real eat real crisps lentil and veg crisps crisp multipacks crisp variety packs default mid 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "ebc7ac7e2284c59a3ef7b12beca75d8485e277e45315f9bd45f63f302ce9a10a"
            }
        },
        {
            "product_id": "1074424",
            "name": "Eat Real Sea Salt Veggie Straws, 110g",
            "brand": "Eat Real",
            "brand_entities": [
                {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                }
            ],
            "categories": [
                "Crisps",
                "Lentil, pulse and veg",
                "Ready salted and sea salt",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2096,
                    "name": "Lentil, pulse and veg",
                    "slug": "lentil-and-veg-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "5060878780713",
            "sku": "CRISP-5060878780713",
            "slug": "eat-real-sea-salt-veggie-straws-110g",
            "short_description": "A 110g sharing bag of Eat Real Sea Salt Veggie Straws: thin straws made from yellow pea flour, rice flour and potato starch, with small amounts of tomato, kale and spinach powder, seasoned with salt and sea salt. The label suggests five 22g servings, at 105 kcal each.The vegetable powders are small amounts, tomato at 0.7% and kale and spinach at 0.3% each, so these are a pea and rice snack first. The pack says the straws are suitable for vegans and vegetarians, carries a gluten free claim and the KLBD kosher mark, and says there are no artificial flavourings.No allergens are highlighted in the ingredients. Salt is high on the front of pack scale, at 1.79g per 100g, so a 22g serving is the sensible portion.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
            "product_json_route": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/.json",
            "product_markdown_route": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074424",
            "price": "3.00",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.727272727272727,
                "weight_g": 110,
                "comparison_price_gbp": 2.727272727272727,
                "comparison_unit": "100g",
                "pack_label": "110g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 2.727272727272727,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
            "buy_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
            "human_purchase_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
            "buy_card_route": "https://crisps.biz/buy-card/eat-real-sea-salt-veggie-straws-110g/",
            "buy_card_url": "https://crisps.biz/buy-card/eat-real-sea-salt-veggie-straws-110g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Eat Real Sea Salt Veggie Straws, 110g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074425",
                "attachment_id": 1074425,
                "relative_upload_path": "2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40856,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074425",
                    "attachment_id": 1074425,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074425",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074424",
                "same_brand_products": [
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074427",
                        "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
                        "brand": "Eat Real",
                        "gtin": "5060878781024",
                        "sku": "CRISP-5060878781024",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074417",
                        "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780416",
                        "sku": "CRISP-5060878780416",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074419",
                        "name": "Eat Real Salted Lentil Chips, 5 x 18g",
                        "brand": "Eat Real",
                        "gtin": "5060878780447",
                        "sku": "CRISP-5060878780447",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074422",
                        "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                        "brand": "Eat Real",
                        "gtin": "5060878780485",
                        "sku": "CRISP-5060878780485",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074415",
                        "name": "Eat Real Salted Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780386",
                        "sku": "CRISP-5060878780386",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074424",
                    "product_name": "Eat Real Sea Salt Veggie Straws, 110g",
                    "gtin": "5060878780713",
                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Ready salted and sea salt, Sharing bags",
                    "variant_or_style": "eat-real-sea-salt-veggie-straws-110g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "110",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "2.7272727272727",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "ready-salted-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074424",
                "product_json_route": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                "buy_card_route": "https://crisps.biz/buy-card/eat-real-sea-salt-veggie-straws-110g/",
                "citation_anchor": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074424",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-veggie-straws-110g-5060878780713-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074425",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074424&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074424",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " eat real sea salt veggie straws 110g eat real 5060878780713 crisp 5060878780713 default blend default crisps lentil pulse and veg ready salted and sea salt sharing bags 1074424 eat real sea salt veggie straws 110g 5060878780713 eat real https crisps biz product eat real sea salt veggie straws 110g crisps lentil pulse and veg ready salted and sea salt sharing bags eat real sea salt veggie straws 110g no blend 110 3 2 7272727272727 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 eat real eat real crisps lentil and veg crisps ready salted crisps sharing bags default budget 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "63513b5707b9912eba7079cd3650837ea39f570e8f4fd8611f74ff804138c8fb"
            }
        },
        {
            "product_id": "1074427",
            "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
            "brand": "Eat Real",
            "brand_entities": [
                {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5060878781024",
            "sku": "CRISP-5060878781024",
            "slug": "eat-real-sea-salt-multiseed-tortillas-160g",
            "short_description": "A 160g sharing bag of Eat Real Sea Salt Multiseed Tortillas: corn tortilla chips with linseed, sunflower seeds and white quinoa, seasoned with sea salt. The label counts six 26g servings of 132 kcal each.A short ingredient list, with no allergens highlighted. The listing says the chips are suitable for vegans and gluten free. A 26g serving gives 0.17g of salt and 0.2g of sugars. Corn makes up 63% of the chips.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
            "product_json_route": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/.json",
            "product_markdown_route": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074427",
            "price": "3.60",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.25,
                "weight_g": 160,
                "comparison_price_gbp": 2.25,
                "comparison_unit": "100g",
                "pack_label": "160g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 2.25,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
            "buy_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
            "human_purchase_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
            "buy_card_route": "https://crisps.biz/buy-card/eat-real-sea-salt-multiseed-tortillas-160g/",
            "buy_card_url": "https://crisps.biz/buy-card/eat-real-sea-salt-multiseed-tortillas-160g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Eat Real Sea Salt Multiseed Tortillas, 160g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074428",
                "attachment_id": 1074428,
                "relative_upload_path": "2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 39261,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074428",
                    "attachment_id": 1074428,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074428",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074427",
                "same_brand_products": [
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074424",
                        "name": "Eat Real Sea Salt Veggie Straws, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878780713",
                        "sku": "CRISP-5060878780713",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074417",
                        "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780416",
                        "sku": "CRISP-5060878780416",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074419",
                        "name": "Eat Real Salted Lentil Chips, 5 x 18g",
                        "brand": "Eat Real",
                        "gtin": "5060878780447",
                        "sku": "CRISP-5060878780447",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074422",
                        "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                        "brand": "Eat Real",
                        "gtin": "5060878780485",
                        "sku": "CRISP-5060878780485",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074415",
                        "name": "Eat Real Salted Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780386",
                        "sku": "CRISP-5060878780386",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
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                    "gtin": "5060878781024",
                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
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                    "variant_or_style": "eat-real-sea-salt-multiseed-tortillas-160g",
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                    "country_of_origin": "blend",
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                    "packaging_type": "",
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                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
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                    "sweetness": "missing_pending_catalogue_csv",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
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                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074427",
                "product_json_route": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                "buy_card_route": "https://crisps.biz/buy-card/eat-real-sea-salt-multiseed-tortillas-160g/",
                "citation_anchor": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074427",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-sea-salt-multiseed-tortillas-160g-5060878781024-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074428",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074427&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074427",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "contains_l_theanine",
                    "contains_dairy",
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                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " eat real sea salt multiseed tortillas 160g eat real 5060878781024 crisp 5060878781024 default blend default crisps ready salted and sea salt sharing bags tortilla chips 1074427 eat real sea salt multiseed tortillas 160g 5060878781024 eat real https crisps biz product eat real sea salt multiseed tortillas 160g crisps ready salted and sea salt sharing bags tortilla chips eat real sea salt multiseed tortillas 160g no blend 160 3 6 2 25 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 eat real eat real crisps ready salted crisps sharing bags tortilla chips default mid 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
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                },
                {
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                {
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                },
                {
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
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            ],
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            "product_json_route": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/.json",
            "product_markdown_route": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/.md",
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                "comparison_unit": "100g",
                "pack_label": "110g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 2.727272727272727,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
            "buy_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
            "human_purchase_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
            "buy_card_route": "https://crisps.biz/buy-card/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
            "buy_card_url": "https://crisps.biz/buy-card/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074430",
                "attachment_id": 1074430,
                "relative_upload_path": "2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37780,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074430",
                    "attachment_id": 1074430,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g-5060878781055-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074430",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2201,
                    "name": "Eat Real",
                    "slug": "eat-real",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/eat-real/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Lentil, pulse and veg",
                        "slug": "lentil-and-veg-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/lentil-and-veg-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074429",
                "same_brand_products": [
                    {
                        "product_id": "1074424",
                        "name": "Eat Real Sea Salt Veggie Straws, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878780713",
                        "sku": "CRISP-5060878780713",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-veggie-straws-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-veggie-straws-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074427",
                        "name": "Eat Real Sea Salt Multiseed Tortillas, 160g",
                        "brand": "Eat Real",
                        "gtin": "5060878781024",
                        "sku": "CRISP-5060878781024",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-sea-salt-multiseed-tortillas-160g/",
                        "price": "3.60",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074417",
                        "name": "Eat Real Chilli and Lemon Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780416",
                        "sku": "CRISP-5060878780416",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-chilli-and-lemon-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074419",
                        "name": "Eat Real Salted Lentil Chips, 5 x 18g",
                        "brand": "Eat Real",
                        "gtin": "5060878780447",
                        "sku": "CRISP-5060878780447",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-5-x-18g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-5-x-18g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074422",
                        "name": "Eat Real Mixed Variety Crisps, 5 x 19.6g",
                        "brand": "Eat Real",
                        "gtin": "5060878780485",
                        "sku": "CRISP-5060878780485",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-mixed-variety-crisps-5-x-19-6g/",
                        "price": "3.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074415",
                        "name": "Eat Real Salted Lentil Chips, 95g",
                        "brand": "Eat Real",
                        "gtin": "5060878780386",
                        "sku": "CRISP-5060878780386",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-salted-lentil-chips-95g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-salted-lentil-chips-95g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
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                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
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                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "occasion_pairings",
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                    "brand": "Eat Real",
                    "product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                    "sub_type": "Crisps, Lentil, pulse and veg, Sharing bags, Sweet and savoury",
                    "variant_or_style": "eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g",
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                    "country_of_origin": "blend",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
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                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
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                    "audit_status": "derived_runtime",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Eat Real",
                    "brand_slugs": [
                        "eat-real"
                    ],
                    "category_slugs": [
                        "crisps",
                        "lentil-and-veg-crisps",
                        "sharing-bags",
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                },
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                    "focus_friendly": "",
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                },
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                },
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                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
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                }
            },
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                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074429",
                "product_json_route": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/.json",
                "product_markdown_route": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/.md",
                "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
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                "citation_anchor": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
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                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
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                "linked_wiki_topics": []
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                    "product_truth_endpoint",
                    "buy_card_route",
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                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 0,
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            "identifier_priority_used": "agent_index",
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                    "stock_status",
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                    "webp": {
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                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074432",
                    "attachment_id": 1074432,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g-5391528040216-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g-5391528040216-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074432",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2202,
                    "name": "Blanco Niño",
                    "slug": "blanco-nino",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/blanco-nino/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074431",
                "same_brand_products": [
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074431",
                    "product_name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                    "gtin": "5391528040216",
                    "brand": "Blanco Niño",
                    "product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Sharing bags, Tortilla chips",
                    "variant_or_style": "blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "170",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2.3529411764706",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Blanco Niño",
                    "brand_slugs": [
                        "blanco-nino"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074431",
                "product_json_route": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/.md",
                "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                "citation_anchor": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074431",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g-5391528040216-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074432",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074431&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074431",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " blanco ni o white corn tortilla chips with celestun salt 170g blanco ni o 5391528040216 crisp 5391528040216 default blend default crisps ready salted and sea salt sharing bags tortilla chips 1074431 blanco ni o white corn tortilla chips with celestun salt 170g 5391528040216 blanco ni o https crisps biz product blanco nino white corn tortilla chips with celestun salt 170g crisps ready salted and sea salt sharing bags tortilla chips blanco nino white corn tortilla chips with celestun salt 170g no blend 170 4 2 3529411764706 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 blanco ni o blanco nino crisps ready salted crisps sharing bags tortilla chips default mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e94f42c9fd4a8dbfb9864a8784f5a8521e0e08de7307effc9feb4f2e7139290a"
            }
        },
        {
            "product_id": "1074433",
            "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
            "brand": "Blanco Niño",
            "brand_entities": [
                {
                    "term_id": 2202,
                    "name": "Blanco Niño",
                    "slug": "blanco-nino",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/blanco-nino/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5391528040469",
            "sku": "CRISP-5391528040469",
            "slug": "blanco-nino-smoky-chipotle-tortilla-chips-170g",
            "short_description": "A 170g sharing bag of Blanco Niño Smoky Chipotle: white corn tortilla chips fried in high oleic sunflower oil, with a sweet and smoky seasoning of herbs and spices, white and brown sugar, tomato, red pepper, smoked salt, spirit vinegar and chipotle chilli extract. The label gives 486 kcal and 0.6g of salt per 100g, the least salty Blanco Niño we stock.The listing says the chips are suitable for vegans and gluten free, and names Ireland as the country of origin.No allergens are highlighted in the ingredients.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "product_json_route": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/.json",
            "product_markdown_route": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074433",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.3529411764705883,
                "weight_g": 170,
                "comparison_price_gbp": 2.3529411764705883,
                "comparison_unit": "100g",
                "pack_label": "170g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 2.3529411764705883,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "buy_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "human_purchase_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "buy_card_route": "https://crisps.biz/buy-card/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "buy_card_url": "https://crisps.biz/buy-card/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074434",
                "attachment_id": 1074434,
                "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 42433,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074434",
                    "attachment_id": 1074434,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074434",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2202,
                    "name": "Blanco Niño",
                    "slug": "blanco-nino",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/blanco-nino/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074433",
                "same_brand_products": [
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074433",
                    "product_name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                    "gtin": "5391528040469",
                    "brand": "Blanco Niño",
                    "product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                    "sub_type": "Crisps, Hot and spicy, Sharing bags, Tortilla chips",
                    "variant_or_style": "blanco-nino-smoky-chipotle-tortilla-chips-170g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "170",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2.3529411764706",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Blanco Niño",
                    "brand_slugs": [
                        "blanco-nino"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074433",
                "product_json_route": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/.md",
                "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                "citation_anchor": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074433",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-smoky-chipotle-tortilla-chips-170g-5391528040469-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074434",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074433&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074433",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " blanco ni o smoky chipotle tortilla chips 170g blanco ni o 5391528040469 crisp 5391528040469 default blend default crisps hot and spicy sharing bags tortilla chips 1074433 blanco ni o smoky chipotle tortilla chips 170g 5391528040469 blanco ni o https crisps biz product blanco nino smoky chipotle tortilla chips 170g crisps hot and spicy sharing bags tortilla chips blanco nino smoky chipotle tortilla chips 170g no blend 170 4 2 3529411764706 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 blanco ni o blanco nino crisps spicy crisps sharing bags tortilla chips default mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "99b684a8ceab048b72ef4157beb9c67167ac6a89dd4d4c8228c965e4c2183bae"
            }
        },
        {
            "product_id": "1074435",
            "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
            "brand": "Blanco Niño",
            "brand_entities": [
                {
                    "term_id": 2202,
                    "name": "Blanco Niño",
                    "slug": "blanco-nino",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/blanco-nino/"
                }
            ],
            "categories": [
                "Crisps",
                "Hot and spicy",
                "Sharing bags",
                "Tortilla chips"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2106,
                    "name": "Hot and spicy",
                    "slug": "spicy-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
                    "name": "Tortilla chips",
                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
            "gtin": "5391528040483",
            "sku": "CRISP-5391528040483",
            "slug": "blanco-nino-creamy-jalapeno-tortilla-chips-170g",
            "short_description": "A 170g sharing bag of Blanco Niño Creamy Jalapeño: white corn tortilla chips fried in high oleic sunflower oil, with a seasoning of jalapeño, cayenne and black pepper, onion, garlic, parsley, citric and lactic acid and yeast extract. The label gives 480 kcal and 0.9g of salt per 100g.The listing says the chips are suitable for vegans and gluten free, and there is no dairy on the list: the creamy note comes from lactic acid and herbs. The pack names Ireland as the country of origin.No allergens are highlighted in the ingredients.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "product_json_route": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/.json",
            "product_markdown_route": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074435",
            "price": "4.00",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.3529411764705883,
                "weight_g": 170,
                "comparison_price_gbp": 2.3529411764705883,
                "comparison_unit": "100g",
                "pack_label": "170g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 2.3529411764705883,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "buy_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "human_purchase_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "buy_card_route": "https://crisps.biz/buy-card/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "buy_card_url": "https://crisps.biz/buy-card/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074436",
                "attachment_id": 1074436,
                "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 44905,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074436",
                    "attachment_id": 1074436,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074436",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2202,
                    "name": "Blanco Niño",
                    "slug": "blanco-nino",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/blanco-nino/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2106,
                        "name": "Hot and spicy",
                        "slug": "spicy-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/spicy-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074435",
                "same_brand_products": [
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
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                        "brand": "Blanco Niño",
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                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                    "gtin": "5391528040483",
                    "brand": "Blanco Niño",
                    "product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                    "sub_type": "Crisps, Hot and spicy, Sharing bags, Tortilla chips",
                    "variant_or_style": "blanco-nino-creamy-jalapeno-tortilla-chips-170g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "170",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "2.3529411764706",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Blanco Niño",
                    "brand_slugs": [
                        "blanco-nino"
                    ],
                    "category_slugs": [
                        "crisps",
                        "spicy-crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074435",
                "product_json_route": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/.md",
                "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                "citation_anchor": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074435",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-blanco-nino-creamy-jalapeno-tortilla-chips-170g-5391528040483-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074435&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074435",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
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                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
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                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
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                    "intensity",
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                    "sweetness",
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                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.2,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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                    "taxonomy": "product_brand",
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            ],
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                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
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                    "taxonomy": "product_cat",
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                },
                {
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                },
                {
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            "product_json_route": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/.json",
            "product_markdown_route": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/.md",
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            },
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
            "human_purchase_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
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                    "webp": {
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                    "avif": {
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                },
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                    "preferred": {
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
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                        "route_complete": false,
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                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074438",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2203,
                    "name": "Schär",
                    "slug": "schar",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/schar/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2107,
                        "name": "Sweet and savoury",
                        "slug": "sweet-and-savoury-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/sweet-and-savoury-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074437",
                "same_brand_products": [
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074437",
                    "product_name": "Schär Gluten Free BBQ Curvies, 170g",
                    "gtin": "8008698031032",
                    "brand": "Schär",
                    "product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                    "sub_type": "Crisps, Stacked crisps, Sweet and savoury, Tubes and caddies",
                    "variant_or_style": "schar-gluten-free-bbq-curvies-170g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "format": null,
                    "weight_g": "170",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "4.4",
                    "price_per_100g_gbp": "2.5882352941176",
                    "price_tier": "mid",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Schär",
                    "brand_slugs": [
                        "schar"
                    ],
                    "category_slugs": [
                        "crisps",
                        "stacked-crisps",
                        "sweet-and-savoury-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074437",
                "product_json_route": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/.md",
                "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/schar-gluten-free-bbq-curvies-170g/",
                "citation_anchor": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074437",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-schar-gluten-free-bbq-curvies-170g-8008698031032-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074438",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074437&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074437",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.1,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " sch r gluten free bbq curvies 170g sch r 8008698031032 crisp 8008698031032 default blend default crisps stacked crisps sweet and savoury tubes and caddies 1074437 sch r gluten free bbq curvies 170g 8008698031032 sch r https crisps biz product schar gluten free bbq curvies 170g crisps stacked crisps sweet and savoury tubes and caddies schar gluten free bbq curvies 170g no blend 170 4 4 2 5882352941176 mid default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 sch r schar crisps stacked crisps sweet and savoury crisps tubes and caddies default mid 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c79ed0e9a1a0425f638e6578c0f7aec0a3bd857c921e716ccb84095fa2d17bd1"
            }
        },
        {
            "product_id": "1074439",
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            "brand": "Schär",
            "brand_entities": [
                {
                    "term_id": 2203,
                    "name": "Schär",
                    "slug": "schar",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/schar/"
                }
            ],
            "categories": [
                "Crisps",
                "Ready salted and sea salt",
                "Stacked crisps",
                "Tubes and caddies"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2100,
                    "name": "Ready salted and sea salt",
                    "slug": "ready-salted-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                },
                {
                    "term_id": 2097,
                    "name": "Stacked crisps",
                    "slug": "stacked-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                },
                {
                    "term_id": 2116,
                    "name": "Tubes and caddies",
                    "slug": "tubes-and-caddies",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                }
            ],
            "gtin": "8008698031056",
            "sku": "CRISP-8008698031056",
            "slug": "schar-gluten-free-original-curvies-170g",
            "short_description": "A 170g tube of Schär Gluten Free Curvies Original: curved, stacked potato chips made from 57% dehydrated potatoes with sunflower and rapeseed oils, rice flour, glucose syrup and potato starch, seasoned with salt. The label gives 495 kcal and 1.3g of salt per 100g.Schär make gluten free food, and the pack says the chips are gluten free. The tube says resealable and 98% recyclable, and carries a no palm oil mark.No allergens are highlighted in the ingredients, and the allergy advice says the chips may contain milk.Allergens. No allergens are highlighted in the published ingredients; may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
            "product_json_route": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/.json",
            "product_markdown_route": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074439",
            "price": "4.40",
            "price_gbp": 4.4,
            "regular_price_gbp": 5.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.588235294117647,
                "weight_g": 170,
                "comparison_price_gbp": 2.588235294117647,
                "comparison_unit": "100g",
                "pack_label": "170g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.4
            },
            "price_per_100g_gbp": 2.588235294117647,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
            "buy_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
            "human_purchase_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
            "buy_card_route": "https://crisps.biz/buy-card/schar-gluten-free-original-curvies-170g/",
            "buy_card_url": "https://crisps.biz/buy-card/schar-gluten-free-original-curvies-170g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Schär Gluten Free Original Curvies, 170g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074440",
                "attachment_id": 1074440,
                "relative_upload_path": "2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 28123,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 7,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074440",
                    "attachment_id": 1074440,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074440",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "format": null,
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "default",
            "origin": "blend",
            "format": null,
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.organic.sustainability": {
                        "claim_type": "sustainability",
                        "risk_level": "medium",
                        "evidence_strength": "brand_or_certification_provenance",
                        "allowed_wording": [
                            "Organic, ethical or sustainability statements must be tied to brand/certification evidence or phrased as positioning."
                        ],
                        "disallowed_wording": [
                            "proven healthier",
                            "zero impact",
                            "fully sustainable"
                        ],
                        "maps_live_strings": [
                            "compostable",
                            "plastic-free",
                            "plastic free",
                            "B Corp",
                            "Rainforest Alliance",
                            "FSC",
                            "Fairtrade"
                        ],
                        "governance_note": "Certification and packaging claims require brand/certification provenance and should avoid absolute disposal guarantees.",
                        "allowed_surfaces": [
                            "brand",
                            "wiki",
                            "product"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.organic.sustainability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2203,
                    "name": "Schär",
                    "slug": "schar",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/schar/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Ready salted and sea salt",
                        "slug": "ready-salted-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/ready-salted-crisps/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Stacked crisps",
                        "slug": "stacked-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/stacked-crisps/"
                    },
                    {
                        "term_id": 2116,
                        "name": "Tubes and caddies",
                        "slug": "tubes-and-caddies",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/tubes-and-caddies/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074439",
                "same_brand_products": [
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
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                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
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                        "gtin": "8410076481597",
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                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
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                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
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                        "gtin": "5060878781055",
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                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
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                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 55,
                "missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
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                    "product_name": "Schär Gluten Free Original Curvies, 170g",
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                    "brand": "Schär",
                    "product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                    "sub_type": "Crisps, Ready salted and sea salt, Stacked crisps, Tubes and caddies",
                    "variant_or_style": "schar-gluten-free-original-curvies-170g",
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                    "country_of_origin": "blend",
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                    "packaging_type": "",
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                    "soil_association": "",
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                    "flavour_notes": "default",
                    "intensity": "",
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                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
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                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "missing_pending_catalogue_csv",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Schär",
                    "brand_slugs": [
                        "schar"
                    ],
                    "category_slugs": [
                        "crisps",
                        "ready-salted-crisps",
                        "stacked-crisps",
                        "tubes-and-caddies"
                    ],
                    "format": null
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074439",
                "product_json_route": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/.json",
                "product_markdown_route": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/.md",
                "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                "buy_card_route": "https://crisps.biz/buy-card/schar-gluten-free-original-curvies-170g/",
                "citation_anchor": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074439",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-schar-gluten-free-original-curvies-170g-8008698031056-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074440",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074439&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074439",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 55,
                "catalogue_missing_fields": [
                    "region",
                    "format",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
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                    "sweetness",
                    "bitterness",
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                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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                    "slug": "old-el-paso",
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            ],
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                "Sharing bags",
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            ],
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                    "slug": "crisps",
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                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2093,
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                    "slug": "tortilla-chips",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                }
            ],
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            "product_json_route": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/.json",
            "product_markdown_route": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/.md",
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            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6216216216216217,
                "weight_g": 185,
                "comparison_price_gbp": 1.6216216216216217,
                "comparison_unit": "100g",
                "pack_label": "185g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 1.6216216216216217,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
            "buy_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
            "human_purchase_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
            "buy_card_route": "https://crisps.biz/buy-card/old-el-paso-tortilla-nachips-original-185g/",
            "buy_card_url": "https://crisps.biz/buy-card/old-el-paso-tortilla-nachips-original-185g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Old El Paso Tortilla Nachips Original, 185g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074442",
                "attachment_id": 1074442,
                "relative_upload_path": "2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 51967,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074442",
                    "attachment_id": 1074442,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074442",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2204,
                    "name": "Old El Paso",
                    "slug": "old-el-paso",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/old-el-paso/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Tortilla chips",
                        "slug": "tortilla-chips",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/tortilla-chips/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074441",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074441",
                    "product_name": "Old El Paso Tortilla Nachips Original, 185g",
                    "gtin": "8410076481597",
                    "brand": "Old El Paso",
                    "product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                    "sub_type": "Crisps, Sharing bags, Tortilla chips",
                    "variant_or_style": "old-el-paso-tortilla-nachips-original-185g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "185",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "1.6216216216216",
                    "price_tier": "budget",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Old El Paso",
                    "brand_slugs": [
                        "old-el-paso"
                    ],
                    "category_slugs": [
                        "crisps",
                        "sharing-bags",
                        "tortilla-chips"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074441",
                "product_json_route": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/.json",
                "product_markdown_route": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/.md",
                "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                "buy_card_route": "https://crisps.biz/buy-card/old-el-paso-tortilla-nachips-original-185g/",
                "citation_anchor": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074441",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-old-el-paso-tortilla-nachips-original-185g-8410076481597-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074442",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074441&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074441",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " old el paso tortilla nachips original 185g old el paso 8410076481597 crisp 8410076481597 default blend default crisps sharing bags tortilla chips 1074441 old el paso tortilla nachips original 185g 8410076481597 old el paso https crisps biz product old el paso tortilla nachips original 185g crisps sharing bags tortilla chips old el paso tortilla nachips original 185g no blend 185 3 1 6216216216216 budget default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 old el paso old el paso crisps sharing bags tortilla chips default budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "6f4dbc4287c6a1e22fd223361eb93a8193c113d40a727a84eeb42e526644344d"
            }
        },
        {
            "product_id": "1074443",
            "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
            "brand": "Torres",
            "brand_entities": [
                {
                    "term_id": 2206,
                    "name": "Torres",
                    "slug": "torres",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/torres/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Sharing bags"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                }
            ],
            "gtin": "8426944000296",
            "sku": "CRISP-8426944000296",
            "slug": "torres-extra-virgin-olive-oil-crisps-125g",
            "short_description": "A 125g bag of Torres Selecta Extra Virgin Olive Oil crisps from Spain: three ingredients, potatoes, extra virgin olive oil and salt. The olive oil makes up 37% of the crisps, and the pack says 100% extra virgin olive oil. The label gives 560 kcal and 1.1g of salt per 100g.The pack says the crisps are gluten free.No allergens are on the ingredient list, and the published listing gives no may contain advice.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
            "product_json_route": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/.json",
            "product_markdown_route": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074443",
            "price": "6.80",
            "price_gbp": 6.8,
            "regular_price_gbp": 8.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.44,
                "weight_g": 125,
                "comparison_price_gbp": 5.44,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 6.8
            },
            "price_per_100g_gbp": 5.44,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
            "buy_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
            "human_purchase_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
            "buy_card_route": "https://crisps.biz/buy-card/torres-extra-virgin-olive-oil-crisps-125g/",
            "buy_card_url": "https://crisps.biz/buy-card/torres-extra-virgin-olive-oil-crisps-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Torres Extra Virgin Olive Oil Crisps, 125g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074444",
                "attachment_id": 1074444,
                "relative_upload_path": "2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 28147,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074444",
                    "attachment_id": 1074444,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074444",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2206,
                    "name": "Torres",
                    "slug": "torres",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/torres/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074443",
                "same_brand_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074445",
                        "name": "Torres Black Truffle Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944001071",
                        "sku": "CRISP-8426944001071",
                        "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074443",
                    "product_name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                    "gtin": "8426944000296",
                    "brand": "Torres",
                    "product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                    "sub_type": "Crisps, Potato crisps, Sharing bags",
                    "variant_or_style": "torres-extra-virgin-olive-oil-crisps-125g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "6.8",
                    "price_per_100g_gbp": "5.44",
                    "price_tier": "premium",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Torres",
                    "brand_slugs": [
                        "torres"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "sharing-bags"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074443",
                "product_json_route": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/.json",
                "product_markdown_route": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/.md",
                "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                "buy_card_route": "https://crisps.biz/buy-card/torres-extra-virgin-olive-oil-crisps-125g/",
                "citation_anchor": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074443",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-extra-virgin-olive-oil-crisps-125g-8426944000296-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074444",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074443&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074443",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.4,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " torres extra virgin olive oil crisps 125g torres 8426944000296 crisp 8426944000296 default blend default crisps potato crisps sharing bags 1074443 torres extra virgin olive oil crisps 125g 8426944000296 torres https crisps biz product torres extra virgin olive oil crisps 125g crisps potato crisps sharing bags torres extra virgin olive oil crisps 125g no blend 125 6 8 5 44 premium default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 torres torres crisps potato crisps sharing bags default premium 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7627bc7dce1a4aca9e84eeef3d8a429f9629be430ee9097af3bf37f969763d82"
            }
        },
        {
            "product_id": "1074445",
            "name": "Torres Black Truffle Crisps, 125g",
            "brand": "Torres",
            "brand_entities": [
                {
                    "term_id": 2206,
                    "name": "Torres",
                    "slug": "torres",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/torres/"
                }
            ],
            "categories": [
                "Crisps",
                "Potato crisps",
                "Sharing bags",
                "Tangy and umami"
            ],
            "category_entities": [
                {
                    "term_id": 2089,
                    "name": "Crisps",
                    "slug": "crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/"
                },
                {
                    "term_id": 2090,
                    "name": "Potato crisps",
                    "slug": "potato-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                },
                {
                    "term_id": 2113,
                    "name": "Sharing bags",
                    "slug": "sharing-bags",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                },
                {
                    "term_id": 2109,
                    "name": "Tangy and umami",
                    "slug": "umami-crisps",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                }
            ],
            "gtin": "8426944001071",
            "sku": "CRISP-8426944001071",
            "slug": "torres-black-truffle-crisps-125g",
            "short_description": "A 125g bag of Torres Selecta Black Truffle crisps from Spain: potato crisps fried in sunflower oil, seasoned with salt, dehydrated black summer truffle (0.09%) and truffle flavouring (0.07%). The label gives 588 kcal and 1.5g of salt per 100g.At 44g of fat per 100g, these carry the most fat of anything we stock, and saturates are red on the front of pack scale.No allergens are on the ingredient list, and the published listing gives no may contain advice.Allergens. No allergens are highlighted in the published ingredients. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Curator notes: The tasting profile is our own editorial assessment against the current pack format and the brand's published description. Common questions are answered in the Product Questions tab.",
            "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
            "product_json_route": "https://crisps.biz/product/torres-black-truffle-crisps-125g/.json",
            "product_markdown_route": "https://crisps.biz/product/torres-black-truffle-crisps-125g/.md",
            "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074445",
            "price": "6.80",
            "price_gbp": 6.8,
            "regular_price_gbp": 8.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 5.44,
                "weight_g": 125,
                "comparison_price_gbp": 5.44,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 6.8
            },
            "price_per_100g_gbp": 5.44,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
            "buy_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
            "human_purchase_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
            "buy_card_route": "https://crisps.biz/buy-card/torres-black-truffle-crisps-125g/",
            "buy_card_url": "https://crisps.biz/buy-card/torres-black-truffle-crisps-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Torres Black Truffle Crisps, 125g, front of pack, available at crisps.biz",
                "storefront_image_url": "https://crisps.biz/wp-content/uploads/2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                "image_record_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1074446",
                "attachment_id": 1074446,
                "relative_upload_path": "2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                "filename": "www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 29127,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crisps Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1280
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1280
                    },
                    "avif": {
                        "candidate_count": 7,
                        "max_width": 1280
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crisps Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crisps-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1074446",
                    "attachment_id": 1074446,
                    "source": {
                        "relative_upload_path": "2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack.jpg",
                        "width": 1280,
                        "height": 1280,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crisps.biz/wp-json/crisps/v1/image-truth?attachment_id=1074446",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crisps-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crisps.biz/wp-json/crisps/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
            "attributes": {
                "ingredient_family": "default",
                "origin": "blend",
                "flavour_notes": "default",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "default",
            "origin": "blend",
            "flavour_notes": "default",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crisps.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [
                            "Price per 100g is calculated from the current product price and the pack weight in grams as printed."
                        ],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2206,
                    "name": "Torres",
                    "slug": "torres",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crisps.biz/brand/torres/"
                },
                "categories": [
                    {
                        "term_id": 2089,
                        "name": "Crisps",
                        "slug": "crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Potato crisps",
                        "slug": "potato-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisps/potato-crisps/"
                    },
                    {
                        "term_id": 2113,
                        "name": "Sharing bags",
                        "slug": "sharing-bags",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-packs/sharing-bags/"
                    },
                    {
                        "term_id": 2109,
                        "name": "Tangy and umami",
                        "slug": "umami-crisps",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crisps.biz/product-category/crisp-flavours/umami-crisps/"
                    }
                ],
                "ingredient_family": "default",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074445",
                "same_brand_products": [
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1074441",
                        "name": "Old El Paso Tortilla Nachips Original, 185g",
                        "brand": "Old El Paso",
                        "gtin": "8410076481597",
                        "sku": "CRISP-8410076481597",
                        "canonical_product_url": "https://crisps.biz/product/old-el-paso-tortilla-nachips-original-185g/",
                        "checkout_url": "https://crisps.biz/buy/old-el-paso-tortilla-nachips-original-185g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074443",
                        "name": "Torres Extra Virgin Olive Oil Crisps, 125g",
                        "brand": "Torres",
                        "gtin": "8426944000296",
                        "sku": "CRISP-8426944000296",
                        "canonical_product_url": "https://crisps.biz/product/torres-extra-virgin-olive-oil-crisps-125g/",
                        "checkout_url": "https://crisps.biz/buy/torres-extra-virgin-olive-oil-crisps-125g/",
                        "price": "6.80",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074435",
                        "name": "Blanco Niño Creamy Jalapeño Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040483",
                        "sku": "CRISP-5391528040483",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-creamy-jalapeno-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.2,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074437",
                        "name": "Schär Gluten Free BBQ Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031032",
                        "sku": "CRISP-8008698031032",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-bbq-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-bbq-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.1,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074439",
                        "name": "Schär Gluten Free Original Curvies, 170g",
                        "brand": "Schär",
                        "gtin": "8008698031056",
                        "sku": "CRISP-8008698031056",
                        "canonical_product_url": "https://crisps.biz/product/schar-gluten-free-original-curvies-170g/",
                        "checkout_url": "https://crisps.biz/buy/schar-gluten-free-original-curvies-170g/",
                        "price": "4.40",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074429",
                        "name": "Eat Real Veggie Straws with a Sweet Barbecue Glaze, 110g",
                        "brand": "Eat Real",
                        "gtin": "5060878781055",
                        "sku": "CRISP-5060878781055",
                        "canonical_product_url": "https://crisps.biz/product/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "checkout_url": "https://crisps.biz/buy/eat-real-veggie-straws-with-a-sweet-barbecue-glaze-110g/",
                        "price": "3.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074431",
                        "name": "Blanco Niño White Corn Tortilla Chips with Celestun Salt, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040216",
                        "sku": "CRISP-5391528040216",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-white-corn-tortilla-chips-with-celestun-salt-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.4,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    },
                    {
                        "product_id": "1074433",
                        "name": "Blanco Niño Smoky Chipotle Tortilla Chips, 170g",
                        "brand": "Blanco Niño",
                        "gtin": "5391528040469",
                        "sku": "CRISP-5391528040469",
                        "canonical_product_url": "https://crisps.biz/product/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "checkout_url": "https://crisps.biz/buy/blanco-nino-smoky-chipotle-tortilla-chips-170g/",
                        "price": "4.00",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "default",
                        "curator_opinion": {
                            "available": true,
                            "rating": 4.3,
                            "rating_scale": "0-5",
                            "note": null,
                            "source": "crisps.biz curator rating",
                            "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crisps_catalogue_audit_{field}",
                    "_crisps_catalogue_{field}",
                    "crisps_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 54,
                "missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "fields": {
                    "product_id": "1074445",
                    "product_name": "Torres Black Truffle Crisps, 125g",
                    "gtin": "8426944001071",
                    "brand": "Torres",
                    "product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                    "sub_type": "Crisps, Potato crisps, Sharing bags, Tangy and umami",
                    "variant_or_style": "torres-black-truffle-crisps-125g",
                    "single_origin": "no",
                    "country_of_origin": "blend",
                    "region": "",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "",
                    "price_gbp": "6.8",
                    "price_per_100g_gbp": "5.44",
                    "price_tier": "premium",
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "soil_association": "",
                    "kosher": "",
                    "vegan": "",
                    "flavour_notes": "default",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "",
                    "added_flavour_ingredients": "",
                    "recommended_time_of_day": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": "",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "runtime_partial",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-10-03",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "derived_runtime",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "derived_runtime",
                    "product_url": "derived_runtime",
                    "sub_type": "derived_runtime",
                    "variant_or_style": "derived_runtime",
                    "single_origin": "derived_runtime",
                    "country_of_origin": "derived_runtime",
                    "region": "missing_pending_catalogue_csv",
                    "format": "derived_runtime",
                    "weight_g": "derived_runtime",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "missing_pending_catalogue_csv",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "derived_runtime",
                    "organic": "missing_pending_catalogue_csv",
                    "fairtrade": "missing_pending_catalogue_csv",
                    "rainforest_alliance": "missing_pending_catalogue_csv",
                    "soil_association": "missing_pending_catalogue_csv",
                    "kosher": "missing_pending_catalogue_csv",
                    "vegan": "missing_pending_catalogue_csv",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "missing_pending_catalogue_csv",
                    "added_flavour_ingredients": "missing_pending_catalogue_csv",
                    "recommended_time_of_day": "missing_pending_catalogue_csv",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "missing_pending_catalogue_csv",
                    "contains_dairy": "missing_pending_catalogue_csv",
                    "contains_nuts": "missing_pending_catalogue_csv",
                    "contains_gluten": "missing_pending_catalogue_csv",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "derived_runtime",
                    "audit_status": "derived_runtime",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "derived_runtime",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Torres",
                    "brand_slugs": [
                        "torres"
                    ],
                    "category_slugs": [
                        "crisps",
                        "potato-crisps",
                        "sharing-bags",
                        "umami-crisps"
                    ]
                },
                "hard_filters": {
                    "organic": "",
                    "fairtrade": "",
                    "rainforest_alliance": "",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "",
                    "contains_nuts": "",
                    "contains_gluten": ""
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "default"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                "product_truth_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074445",
                "product_json_route": "https://crisps.biz/product/torres-black-truffle-crisps-125g/.json",
                "product_markdown_route": "https://crisps.biz/product/torres-black-truffle-crisps-125g/.md",
                "checkout_url": "https://crisps.biz/buy/torres-black-truffle-crisps-125g/",
                "buy_card_route": "https://crisps.biz/buy-card/torres-black-truffle-crisps-125g/",
                "citation_anchor": "https://crisps.biz/product/torres-black-truffle-crisps-125g/",
                "citation_endpoint": "https://crisps.biz/wp-json/crisps/v1/citation-anchor?entity_type=product&entity_id=1074445",
                "citation_feed": "https://crisps.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crisps.biz/canonical-asset/2026/09/www-crisps-biz-torres-black-truffle-crisps-125g-8426944001071-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1074446",
                "full_visual_discovery_endpoint": "https://crisps.biz/wp-json/crisps/v1/product-truth?product_id=1074445&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crisps.biz/crisps-product-image-index.jsonl",
                    "sitewide_image_index": "https://crisps.biz/crisps-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crisps.biz/crisps-knowledge-graph.json#product-1074445",
                "claim_policy": "https://crisps.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crisps.biz/products.json",
                    "buy_cards": "https://crisps.biz/buy-cards.jsonl",
                    "recipes": "https://crisps.biz/llm-recipes.jsonl",
                    "wiki": "https://crisps.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 54,
                "catalogue_missing_fields": [
                    "region",
                    "servings_per_pack",
                    "packaging_type",
                    "organic",
                    "fairtrade",
                    "rainforest_alliance",
                    "soil_association",
                    "kosher",
                    "vegan",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "has_added_flavouring",
                    "added_flavour_ingredients",
                    "recommended_time_of_day",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use",
                    "contains_l_theanine",
                    "contains_dairy",
                    "contains_nuts",
                    "contains_gluten"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": true,
                "rating": 4.3,
                "rating_scale": "0-5",
                "note": null,
                "source": "crisps.biz curator rating",
                "voice_rule": "Use we-voice only; never fabricate opinion for unrated products."
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " torres black truffle crisps 125g torres 8426944001071 crisp 8426944001071 default blend default crisps potato crisps sharing bags tangy and umami 1074445 torres black truffle crisps 125g 8426944001071 torres https crisps biz product torres black truffle crisps 125g crisps potato crisps sharing bags tangy and umami torres black truffle crisps 125g no blend 125 6 8 5 44 premium default yes instock no runtime partial needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 10 03 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 torres torres crisps potato crisps sharing bags umami crisps default premium 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "fa5ac05b46e6cca3210b33197b660cf63574d02c626a14983c9c53da6c7d8c96"
            }
        }
    ]
}
